Triple
T10134241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longview–Marshall metropolitan area |
E226814
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Texas State Technical College – Marshall |
E516476
|
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: Texas State Technical College – Marshall | Statement: [Longview–Marshall metropolitan area, hasHigherEducationInstitution, Texas State Technical College – Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas State Technical College – Marshall Context triple: [Longview–Marshall metropolitan area, hasHigherEducationInstitution, Texas State Technical College – Marshall]
-
A.
Texas State Technical College Marshall
chosen
Texas State Technical College Marshall is a public technical college campus in Marshall, Texas, offering career-focused and workforce-oriented education and training programs.
-
B.
Texas State Technical College System
The Texas State Technical College System is a public, statewide network of technical colleges focused on workforce-oriented education and training in Texas.
-
C.
Lamar State College of Technology
Lamar State College of Technology was the former name of Lamar University, a public research institution in Beaumont, Texas known for its engineering, business, and education programs.
-
D.
Texas State Technical College Waco
Texas State Technical College Waco is a public technical institution in Waco, Texas, offering career-focused education and training in various applied science and technical fields.
-
E.
Southwest Texas Junior College
Southwest Texas Junior College is a public community college serving Uvalde and the surrounding region in southwest Texas with two-year academic and vocational programs.
- 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.