Triple
T7732312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bryan, Texas |
E175288
|
entity |
| Predicate | hasEducationalConnectionTo |
P3445
|
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, Texas, hasEducationalConnectionTo, 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, Texas, hasEducationalConnectionTo, 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: hasEducationalConnectionTo Context triple: [Bryan, Texas, hasEducationalConnectionTo, Texas A&M University]
-
A.
hasEducationalRole
Indicates that an entity holds a specific function, position, or responsibility within an educational context or setting.
-
B.
hasEducationalSupportFrom
Indicates that one entity receives educational assistance, guidance, or resources from another entity.
-
C.
containsEducationalInstitution
chosen
Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
-
D.
associatedWithInstitution
Indicates that an entity has a formal or recognized connection or affiliation with an institution.
-
E.
hasEducationalWork
Indicates that one entity is the creator, contributor, or subject of an educational work (such as a textbook, course, or instructional material) associated with another entity.
- 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_69c6995e912c81909a49a2657103f786 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c70402169481909b219dc5f4a64b9b |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9062001f08190a12265cb518863e1 |
completed | March 29, 2026, 10:59 a.m. |
| PD | Predicate disambiguation | batch_69c7016c4a748190a7012030edaefcee |
completed | March 27, 2026, 10:15 p.m. |
Created at: March 27, 2026, 4:06 p.m.