Triple
T5457568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Air Force Weapons School |
E122516
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
USAFWS
USAFWS is an elite United States Air Force training institution that develops expert instructors and tacticians in advanced air, space, and cyber warfare.
|
E521277
|
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: USAFWS | Statement: [United States Air Force Weapons School, abbreviation, USAFWS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USAFWS Context triple: [United States Air Force Weapons School, abbreviation, USAFWS]
-
A.
U.S. Forest Service
The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
-
B.
Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
-
C.
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.
-
D.
parks and wildlife service
A parks and wildlife service is a government agency responsible for managing protected natural areas, conserving biodiversity, and overseeing public use of parks and reserves.
-
E.
Division of Fisheries and Wildlife
The Division of Fisheries and Wildlife is a Massachusetts state agency responsible for conserving and managing the Commonwealth’s fish, wildlife, and their habitats, and for providing related outdoor recreation and education.
- 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: USAFWS Triple: [United States Air Force Weapons School, abbreviation, USAFWS]
Generated description
USAFWS is an elite United States Air Force training institution that develops expert instructors and tacticians in advanced air, space, and cyber warfare.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USAFWS Target entity description: USAFWS is an elite United States Air Force training institution that develops expert instructors and tacticians in advanced air, space, and cyber warfare.
-
A.
U.S. Forest Service
The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
-
B.
Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
-
C.
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.
-
D.
parks and wildlife service
A parks and wildlife service is a government agency responsible for managing protected natural areas, conserving biodiversity, and overseeing public use of parks and reserves.
-
E.
Division of Fisheries and Wildlife
The Division of Fisheries and Wildlife is a Massachusetts state agency responsible for conserving and managing the Commonwealth’s fish, wildlife, and their habitats, and for providing related outdoor recreation and education.
- F. None of above. chosen
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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91f1cca48190afa15b8ccfea1f88 |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf41465c3c8190a58350f39d626e54 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf41efb7748190acefa796eb4e4bed |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf42654a108190b271f78616eea25a |
completed | March 22, 2026, 1:14 a.m. |
Created at: March 20, 2026, 2:08 p.m.