Triple
T10134239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longview–Marshall metropolitan area |
E226814
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | LeTourneau University |
E631227
|
NE FINISHED |
How this triple was built (2 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: LeTourneau University | Statement: [Longview–Marshall metropolitan area, hasHigherEducationInstitution, LeTourneau University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LeTourneau University Context triple: [Longview–Marshall metropolitan area, hasHigherEducationInstitution, LeTourneau University]
-
A.
LeTourneau University
chosen
LeTourneau University is a private Christian university known for its strong engineering, aviation, and technical programs.
-
B.
Hardin–Simmons University
Hardin–Simmons University is a private Baptist university in Abilene, Texas, known for its Christian-centered liberal arts education and regional academic and athletic history.
-
C.
Abilene Christian University
Abilene Christian University is a private Christian university in Abilene, Texas, known for its faith-based education and NCAA Division I athletics.
-
D.
Oral Roberts University
Oral Roberts University is a private Christian liberal arts university known for its charismatic evangelical emphasis and distinctive campus architecture in Tulsa, Oklahoma.
-
E.
Crandall University
Crandall University is a small Christian liberal arts university located in Moncton, New Brunswick, Canada.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd33808048190b6023a6cd83fc179 |
completed | April 2, 2026, 2:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e5d98a148190ada7082adb98ddaa |
completed | April 5, 2026, 10:44 p.m. |
Created at: March 30, 2026, 9:06 p.m.