Triple
T4249286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bryan–College Station metropolitan area |
E95805
|
entity |
| Predicate | isCollegeTownRegionOf |
P49928
|
FINISHED |
| Object | Texas A&M University |
E1645
|
NE FINISHED |
How this triple was built (3 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 University | Statement: [Bryan–College Station metropolitan area, isCollegeTownRegionOf, Texas A&M University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas A&M University Context triple: [Bryan–College Station metropolitan area, isCollegeTownRegionOf, Texas A&M University]
-
A.
Texas A&M University
chosen
Texas A&M University is a major public research university in College Station, Texas, known for its strong programs in agriculture, engineering, and the sciences.
-
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.
Texas State University
Texas State University is a large public research university known for serving a diverse student body across multiple campuses in the Texas Hill Country.
-
D.
Texas Tech University
Texas Tech University is a public research university in Lubbock, Texas, known for its strong athletics programs and comprehensive offerings in engineering, business, and agricultural sciences.
-
E.
Texas Tech University System
The Texas Tech University System is a public university system in Texas that oversees multiple institutions, including Texas Tech University, and coordinates their governance, funding, and strategic direction.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isCollegeTownRegionOf Context triple: [Bryan–College Station metropolitan area, isCollegeTownRegionOf, Texas A&M University]
-
A.
isCollegeTownOf
Indicates that a town or city is primarily known for and significantly shaped by the presence of a particular college or university.
-
B.
hasCollegeTown
Indicates that a college or university is associated with, or located in, a particular town that serves as its college town.
-
C.
containsUniversityCity
chosen
Indicates that a given region or area includes within its boundaries a city that hosts a university.
-
D.
universityLocatedIn
Indicates that a university is situated within or associated with a specific geographic location or administrative region.
-
E.
hasCampusCity
Indicates that an educational institution or campus is located in a particular city.
- F. None of above.
Provenance (4 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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e9df10881908a2f039773f8afaa |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5db77e7d88190a7ba250972e133fa |
completed | March 14, 2026, 10:04 p.m. |
| PD | Predicate disambiguation | batch_69b347f73e008190a908a48ef389945a |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:06 p.m.