Triple
T1136941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Animal and Plant Health Inspection Service |
E23161
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Wildlife Services
Wildlife Services is a division of the U.S. Department of Agriculture that manages and mitigates conflicts between wildlife and human activities, including agriculture, public health, and property.
|
E23161
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Wildlife Services | Statement: [Animal and Plant Health Inspection Service, hasDivision, Wildlife Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wildlife Services Context triple: [Animal and Plant Health Inspection Service, hasDivision, Wildlife Services]
-
A.
Wildlife Resources Division
The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
-
B.
U.S. Fish and Wildlife Service
The U.S. Fish and Wildlife Service is a federal agency within the U.S. Department of the Interior responsible for conserving, protecting, and enhancing fish, wildlife, plants, and their habitats.
-
C.
Division of Fish and Wildlife
The Division of Fish and Wildlife is a branch of New York State’s environmental agency responsible for managing and conserving the state’s fish, wildlife, and their habitats.
-
D.
Animal and Plant Health Inspection Service
The Animal and Plant Health Inspection Service is a U.S. federal agency responsible for protecting animal health, plant health, and animal welfare, and for facilitating safe agricultural trade.
-
E.
Bureau of Biological Survey
The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Wildlife Services Triple: [Animal and Plant Health Inspection Service, hasDivision, Wildlife Services]
Generated description
Wildlife Services is a division of the U.S. Department of Agriculture that manages and mitigates conflicts between wildlife and human activities, including agriculture, public health, and property.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wildlife Services Target entity description: Wildlife Services is a division of the U.S. Department of Agriculture that manages and mitigates conflicts between wildlife and human activities, including agriculture, public health, and property.
-
A.
Wildlife Resources Division
The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
-
B.
U.S. Fish and Wildlife Service
The U.S. Fish and Wildlife Service is a federal agency within the U.S. Department of the Interior responsible for conserving, protecting, and enhancing fish, wildlife, plants, and their habitats.
-
C.
Division of Fish and Wildlife
The Division of Fish and Wildlife is a branch of New York State’s environmental agency responsible for managing and conserving the state’s fish, wildlife, and their habitats.
-
D.
Animal and Plant Health Inspection Service
chosen
The Animal and Plant Health Inspection Service is a U.S. federal agency responsible for protecting animal health, plant health, and animal welfare, and for facilitating safe agricultural trade.
-
E.
Bureau of Biological Survey
The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc2450c481909b9264e170070326 |
completed | March 1, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59ae5f20819093f8acc3ba7a6638 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5b5e2c688190a7d4998a3ed0f443 |
completed | March 7, 2026, 5:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5bb6e78c8190a34ecbc246f72ff6 |
completed | March 7, 2026, 5:09 p.m. |
Created at: March 1, 2026, 7:44 p.m.