Triple
T808933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas A&M University System |
E17499
|
entity |
| Predicate | hasMemberInstitution |
P1933
|
FINISHED |
| Object |
Texas A&M University–Commerce
Texas A&M University–Commerce is a public university in Commerce, Texas, known for its comprehensive undergraduate and graduate programs and its affiliation with the Texas A&M University System.
|
E134462
|
NE FINISHED |
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: Texas A&M University–Commerce | Statement: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas A&M University–Commerce Context triple: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Commerce]
-
A.
Texas A&M International University
Texas A&M International University is a public university in Laredo, Texas, known for its focus on international education and cross-border studies, particularly related to the U.S.–Mexico region.
-
B.
Texas A&M University–Corpus Christi
Texas A&M University–Corpus Christi is a public research university located on its own island campus in Corpus Christi, Texas, known for coastal and marine studies within the Texas A&M University System.
-
C.
Tarleton State University
Tarleton State University is a public university in Texas known for its agricultural, education, and business programs and its affiliation with the Texas A&M University System.
-
D.
University of North Texas
The University of North Texas is a large public research university known for its strong programs in music, arts, and sciences, and serves as a major educational and cultural hub in North Texas.
-
E.
Texas A&M University
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Texas A&M University–Commerce Triple: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Commerce]
Generated description
Texas A&M University–Commerce is a public university in Commerce, Texas, known for its comprehensive undergraduate and graduate programs and its affiliation with the Texas A&M University System.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas A&M University–Commerce Target entity description: Texas A&M University–Commerce is a public university in Commerce, Texas, known for its comprehensive undergraduate and graduate programs and its affiliation with the Texas A&M University System.
-
A.
Texas A&M International University
Texas A&M International University is a public university in Laredo, Texas, known for its focus on international education and cross-border studies, particularly related to the U.S.–Mexico region.
-
B.
Texas A&M University–Corpus Christi
Texas A&M University–Corpus Christi is a public research university located on its own island campus in Corpus Christi, Texas, known for coastal and marine studies within the Texas A&M University System.
-
C.
Tarleton State University
Tarleton State University is a public university in Texas known for its agricultural, education, and business programs and its affiliation with the Texas A&M University System.
-
D.
University of North Texas
The University of North Texas is a large public research university known for its strong programs in music, arts, and sciences, and serves as a major educational and cultural hub in North Texas.
-
E.
Texas A&M University
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.
- F. None of above. chosen
Provenance (5 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_69a4937ae8a08190b5084a03d532b30e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab256cbc8190bf75b5d5e35ff0aa |
completed | March 1, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6efcc37c81908fd49ad65818eb0c |
completed | March 7, 2026, 6:31 p.m. |
| NEDg | Description generation | batch_69ac6f546b248190ba1efae18c85c8cc |
completed | March 7, 2026, 6:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac6fc6130c81908ad8fb677ea0c4e4 |
completed | March 7, 2026, 6:34 p.m. |
Created at: March 1, 2026, 7:38 p.m.