Triple
T808945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas A&M University System |
E17499
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
Texas A&M Forest Service
Texas A&M Forest Service is a state forestry agency in Texas that focuses on wildfire protection, sustainable forest management, and conservation education as part of the Texas A&M University System.
|
E96871
|
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: Texas A&M Forest Service | Statement: [Texas A&M University System, hasAgency, Texas A&M Forest Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas A&M Forest Service Context triple: [Texas A&M University System, hasAgency, Texas A&M Forest Service]
-
A.
Texas A&M University Research Park
Texas A&M University Research Park is a dedicated research and innovation campus associated with Texas A&M University that hosts laboratories, technology companies, and collaborative academic–industry facilities.
-
B.
Texas A&M University System
The Texas A&M University System is a state university system in Texas comprising multiple universities, agencies, and research centers, with Texas A&M University as its flagship institution.
-
C.
Warnell School of Forestry and Natural Resources
The Warnell School of Forestry and Natural Resources is a specialized academic unit focused on forestry, wildlife, and natural resource management education and research.
-
D.
Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
-
E.
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.
- 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: Texas A&M Forest Service Triple: [Texas A&M University System, hasAgency, Texas A&M Forest Service]
Generated description
Texas A&M Forest Service is a state forestry agency in Texas that focuses on wildfire protection, sustainable forest management, and conservation education as part of the Texas A&M University System.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas A&M Forest Service Target entity description: Texas A&M Forest Service is a state forestry agency in Texas that focuses on wildfire protection, sustainable forest management, and conservation education as part of the Texas A&M University System.
-
A.
Texas A&M University Research Park
Texas A&M University Research Park is a dedicated research and innovation campus associated with Texas A&M University that hosts laboratories, technology companies, and collaborative academic–industry facilities.
-
B.
Texas A&M University System
The Texas A&M University System is a state university system in Texas comprising multiple universities, agencies, and research centers, with Texas A&M University as its flagship institution.
-
C.
Warnell School of Forestry and Natural Resources
The Warnell School of Forestry and Natural Resources is a specialized academic unit focused on forestry, wildlife, and natural resource management education and research.
-
D.
Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
-
E.
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.
- 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_69a4937ae8a08190b5084a03d532b30e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab256cbc8190bf75b5d5e35ff0aa |
completed | March 1, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d8623248190a2306b23ea378534 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a786dce5f481909bae68fade141630 |
completed | March 4, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78744908481909f2ff69fcc873b6d |
completed | March 4, 2026, 1:13 a.m. |
Created at: March 1, 2026, 7:38 p.m.