Lyre
generated_source model service
lyre_a40f640ddf024d3c
PL2025051370010_59929A47.png
Status
completed
completed
Model
e10m6b-17tile-rf400-leaf2-qtable-20260817
Configured at submit time
Score
0.934925
threshold 0.720219
Adjusted Score
0.883703
threshold 0.500000
Flagged
True
scored
Disqualifiers
allowed
0 rule match(es)
Job Detail
Exact API payload for this process-local job.
{
"accepted_at": "2026-08-17T22:53:04.411690Z",
"completed_at": "2026-08-17T22:57:13.044219Z",
"error_message": null,
"job_id": "lyre_a40f640ddf024d3c",
"original_filename": "PL2025051370010_59929A47.png",
"request_id": "ui-00021",
"request_metadata": {},
"result": {
"bundle_log_payload": {
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"local_image_path": "/tmp/lyre/jobs/lyre_a40f640ddf024d3c/PL2025051370010_59929A47.png",
"score": {
"generated_score": 0.9349246031746031,
"post_classifier_selected_threshold": 0.720219155844,
"prompt_score": true,
"score_prompt_threshold": 0.720219155844
},
"source_identifier": "PL2025051370010_59929A47.png",
"tile_keys": [
"x",
"tlc",
"trc",
"brc",
"blc",
"tlm",
"trm",
"brm",
"blm",
"tme",
"rme",
"bme",
"lme",
"tmm",
"rmm",
"bmm",
"lmm"
],
"tile_schema_version": "labeled_crop_17_tile_v1"
},
"bundle_payload": {
"attention": {
"empty": true,
"mode": "none",
"present": false
},
"dynamic_prompt_context": "--- ORPHEUS GENERATED-IMAGE SCORE ---\nGenerated-Image Score: 0.934925\nGenerated-Image Score Reporting Threshold: 0.720219",
"image": {
"height": 895,
"megapixels": 1.08653,
"pixel_count": 1086530,
"short_side_pixels": 895,
"width": 1214
},
"log_payload": {
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"local_image_path": "/tmp/lyre/jobs/lyre_a40f640ddf024d3c/PL2025051370010_59929A47.png",
"score": {
"generated_score": 0.9349246031746031,
"post_classifier_selected_threshold": 0.720219155844,
"prompt_score": true,
"score_prompt_threshold": 0.720219155844
},
"source_identifier": "PL2025051370010_59929A47.png",
"tile_keys": [
"x",
"tlc",
"trc",
"brc",
"blc",
"tlm",
"trm",
"brm",
"blm",
"tme",
"rme",
"bme",
"lme",
"tmm",
"rmm",
"bmm",
"lmm"
],
"tile_schema_version": "labeled_crop_17_tile_v1"
},
"model": {
"feature_schema_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260802_e10m6b_h256_directcall_cuda_v1_17tile_v2_rf400_leaf4_balancedsubsample_sklearn1p9/metadata.json",
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"force_depthwise_cpu_on_darwin": true,
"head_configuration_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.config.json",
"head_weights_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.best.weights.h5",
"post_classifier_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260817_e10m6b_17tile_rf400_leaf2_sqrt_balanced_gini/classifier.joblib",
"runtime_type": "generated_score_bundle",
"tensorflow_device_name": "/CPU:0",
"tile_count": 17,
"tile_schema_version": "labeled_crop_17_tile_v1",
"tile_size": 128
},
"prompt_context": "--- ORPHEUS GENERATED-IMAGE SCORE INSTRUCTIONS ---\nAn Orpheus generated-image score may be provided below.\nTreat the score as machine evidence that must be reconciled with visible artifacts, metadata, provenance, and customer context.\nDo not treat the score as standalone proof that an image is generated or authentic.\nNo heatmap, hot boxes, tile classes, tile scores, or forensic feature statistics are provided to the prompt by this bundle.\nDo not mention Orpheus or this bundle by name in the final response.\n\n--- ORPHEUS GENERATED-IMAGE SCORE ---\nGenerated-Image Score: 0.934925\nGenerated-Image Score Reporting Threshold: 0.720219",
"score": {
"generated_score": 0.9349246031746031,
"post_classifier_selected_threshold": 0.720219155844,
"prompt_score": true,
"score_prompt_threshold": 0.720219155844
},
"static_prompt_context": "--- ORPHEUS GENERATED-IMAGE SCORE INSTRUCTIONS ---\nAn Orpheus generated-image score may be provided below.\nTreat the score as machine evidence that must be reconciled with visible artifacts, metadata, provenance, and customer context.\nDo not treat the score as standalone proof that an image is generated or authentic.\nNo heatmap, hot boxes, tile classes, tile scores, or forensic feature statistics are provided to the prompt by this bundle.\nDo not mention Orpheus or this bundle by name in the final response.",
"status": "present",
"supplemental_image_paths": []
},
"disqualifiers": {
"effective_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"features": {
"image": {
"aspect_ratio": 1.3564245810055866,
"bands": [
"R",
"G",
"B",
"A"
],
"extension": ".png",
"format": "PNG",
"frame_count": 1,
"has_alpha": true,
"height": 895,
"is_animated": false,
"jpeg_quantization": {
"is_jpeg": false,
"present": false,
"signature_digest": null,
"table_count": 0,
"table_identifiers": []
},
"long_side": 1214,
"megapixels": 1.08653,
"mode": "RGBA",
"path": "/tmp/lyre/jobs/lyre_a40f640ddf024d3c/PL2025051370010_59929A47.png",
"pixel_count": 1086530,
"short_side": 895,
"width": 1214
},
"metadata": {},
"request": {
"default_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"effective_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"request_id": "ui-00021",
"requested_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"source_identifier": "PL2025051370010_59929A47.png",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
}
},
"matched_rules": [],
"operation_modifiers": {
"score_image": true,
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"policy_name": "built_in_disqualifiers",
"policy_source": "built_in_suspect_quantization_tables:lyre.suspect_quantization_tables",
"requested_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"score_enabled": true,
"status": "allowed",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"image": {
"height": 895,
"megapixels": 1.08653,
"pixel_count": 1086530,
"short_side_pixels": 895,
"width": 1214
},
"model": {
"feature_schema_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260802_e10m6b_h256_directcall_cuda_v1_17tile_v2_rf400_leaf4_balancedsubsample_sklearn1p9/metadata.json",
"feature_schema_source": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260802_e10m6b_h256_directcall_cuda_v1_17tile_v2_rf400_leaf4_balancedsubsample_sklearn1p9/metadata.json",
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"force_depthwise_cpu_on_darwin": true,
"head_configuration_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.config.json",
"head_weights_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.best.weights.h5",
"loaded_at_unix_seconds": 1787006573.3966205,
"model_name": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"post_classifier_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260817_e10m6b_17tile_rf400_leaf2_sqrt_balanced_gini/classifier.joblib",
"runtime_type": "generated_score_bundle",
"score_name": "generated_score",
"score_threshold_source": "post_classifier_metadata.selected_threshold",
"tensorflow_device_name": "/CPU:0",
"tile_count": 17,
"tile_mode": "17",
"tile_schema_version": "labeled_crop_17_tile_v1",
"tile_size": 128,
"tool_name": "generated_source",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"prompt": {
"dynamic_prompt_context": "--- ORPHEUS GENERATED-IMAGE SCORE ---\nGenerated-Image Score: 0.934925\nGenerated-Image Score Reporting Threshold: 0.720219",
"prompt_context": "--- ORPHEUS GENERATED-IMAGE SCORE INSTRUCTIONS ---\nAn Orpheus generated-image score may be provided below.\nTreat the score as machine evidence that must be reconciled with visible artifacts, metadata, provenance, and customer context.\nDo not treat the score as standalone proof that an image is generated or authentic.\nNo heatmap, hot boxes, tile classes, tile scores, or forensic feature statistics are provided to the prompt by this bundle.\nDo not mention Orpheus or this bundle by name in the final response.\n\n--- ORPHEUS GENERATED-IMAGE SCORE ---\nGenerated-Image Score: 0.934925\nGenerated-Image Score Reporting Threshold: 0.720219",
"static_prompt_context": "--- ORPHEUS GENERATED-IMAGE SCORE INSTRUCTIONS ---\nAn Orpheus generated-image score may be provided below.\nTreat the score as machine evidence that must be reconciled with visible artifacts, metadata, provenance, and customer context.\nDo not treat the score as standalone proof that an image is generated or authentic.\nNo heatmap, hot boxes, tile classes, tile scores, or forensic feature statistics are provided to the prompt by this bundle.\nDo not mention Orpheus or this bundle by name in the final response."
},
"request_id": "ui-00021",
"runtime": {
"disable_gpu": true,
"force_depthwise_cpu_on_darwin": true,
"platform": "Linux-6.1.177-x86_64-with-glibc2.36",
"python_version": "3.11.16",
"scorer_concurrency": 1,
"tensorflow_device_name": "/CPU:0",
"tensorflow_devices": {
"logical_gpus": [],
"physical_devices": [
{
"device_type": "CPU",
"name": "/physical_device:CPU:0"
}
],
"physical_gpus": []
},
"versions": {
"PIL": "11.3.0",
"joblib": "1.5.3",
"keras": "3.15.1",
"numpy": "1.26.4",
"numpy_runtime": "1.26.4",
"pillow": "11.3.0",
"scikit-learn": "1.9.0",
"tensorflow": "2.18.0"
}
},
"score": {
"adjusted_method": "piecewise_linear_threshold_to_0.5",
"adjusted_threshold": 0.5,
"adjusted_value": 0.8837029085716959,
"decision_status": "scored",
"flagged": true,
"name": "generated_score",
"original_threshold": 0.720219155844,
"original_value": 0.9349246031746031,
"prompt_score": true,
"raw_key": "generated_score",
"score_available": true,
"selected_threshold": 0.720219155844,
"skip_reason": null,
"threshold": 0.720219155844,
"value": 0.9349246031746031
},
"status": "present",
"timing": {
"completed_at_unix_seconds": 1787007433.038678,
"duration_seconds": 11.963517189025879,
"started_at_unix_seconds": 1787007421.0751607
},
"tool_name": "generated_source",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"source_identifier": "PL2025051370010_59929A47.png",
"stage": "completed",
"started_at": "2026-08-17T22:57:01.074985Z",
"status": "completed",
"stored_image_path": "/tmp/lyre/jobs/lyre_a40f640ddf024d3c/PL2025051370010_59929A47.png",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
}