Triple
T22795344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Camp County, Texas |
E564225
|
entity |
| Predicate | higherEducationServiceArea |
P149742
|
FINISHED |
| Object | Northeast Texas Community College District |
—
|
NE NERFINISHED |
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: Northeast Texas Community College District | Statement: [Camp County, Texas, higherEducationServiceArea, Northeast Texas Community College District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northeast Texas Community College District Context triple: [Camp County, Texas, higherEducationServiceArea, Northeast Texas Community College District]
-
A.
North Central Texas College
North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
-
B.
Central Texas College
Central Texas College is a public community college serving students in Central Texas and beyond with associate degrees, certificates, and workforce education programs.
-
C.
South Texas College
South Texas College is a public community college in South Texas that offers associate and bachelor’s degree programs across multiple campuses, including several in McAllen.
-
D.
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.
-
E.
Trinity Valley Community College
Trinity Valley Community College is a public community college in Texas known for its strong athletic programs, particularly in basketball and football.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northeast Texas Community College District Target entity description: Northeast Texas Community College District is a public community college system in Northeast Texas that provides two-year degree programs, workforce training, and educational services to residents across its designated service area.
-
A.
North Central Texas College
North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
-
B.
Central Texas College
Central Texas College is a public community college serving students in Central Texas and beyond with associate degrees, certificates, and workforce education programs.
-
C.
South Texas College
South Texas College is a public community college in South Texas that offers associate and bachelor’s degree programs across multiple campuses, including several in McAllen.
-
D.
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.
-
E.
Trinity Valley Community College
Trinity Valley Community College is a public community college in Texas known for its strong athletic programs, particularly in basketball and football.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: higherEducationServiceArea Context triple: [Camp County, Texas, higherEducationServiceArea, Northeast Texas Community College District]
-
A.
higherEducationHub
Indicates a relationship where a place or entity functions as a central location or focal point for higher education activities, institutions, or services.
-
B.
educationField
Indicates the academic or professional discipline in which an entity has been educated or trained.
-
C.
higherEducationRegulatedBy
Indicates that the rules, standards, or operations of a higher education institution or system are controlled, overseen, or governed by a specified authority or regulatory body.
-
D.
hasMajorEducationalInstitutions
Indicates that the subject possesses or hosts significant higher-level educational organizations or facilities, such as universities or major colleges.
-
E.
educationalSector
Indicates a relationship in which something is part of, associated with, or operates within the education or schooling domain.
- F. None of above. chosen
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_69e2458185f88190b0045227ee420411 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17cd8e0c4819086da0488bea56a34 |
completed | April 29, 2026, 3:36 a.m. |
| PD | Predicate disambiguation | batch_69eed2c32e8c8190b73bb9965ed47d64 |
completed | April 27, 2026, 3:06 a.m. |
| PDg | Predicate description generation | batch_69eeeb5681f88190821129ced752f190 |
completed | April 27, 2026, 4:51 a.m. |
Created at: April 17, 2026, 3:30 p.m.