Triple
T4062114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Arthur, Texas |
E86235
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Lamar State College–Port Arthur
Lamar State College–Port Arthur is a public two-year community college in Port Arthur, Texas, offering academic transfer and workforce education programs as part of the Texas State University System.
|
E409974
|
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: Lamar State College–Port Arthur | Statement: [Port Arthur, Texas, hasEducationalInstitution, Lamar State College–Port Arthur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lamar State College–Port Arthur Context triple: [Port Arthur, Texas, hasEducationalInstitution, Lamar State College–Port Arthur]
-
A.
San Antonio College
San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
-
B.
Lamar University
Lamar University is a public university in Beaumont, Texas, known for its diverse academic programs and participation in NCAA Division I athletics.
-
C.
Texas A&M University–Central Texas
Texas A&M University–Central Texas is a public regional university in Killeen, Texas, serving primarily upper-division undergraduates and graduate students as part of the Texas A&M University System.
-
D.
Stephen F. Austin State University
Stephen F. Austin State University is a public university in Nacogdoches, Texas, known for its forestry, education, and business programs and its athletic teams, the Lumberjacks and Ladyjacks.
-
E.
Dallas College
Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
- 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: Lamar State College–Port Arthur Triple: [Port Arthur, Texas, hasEducationalInstitution, Lamar State College–Port Arthur]
Generated description
Lamar State College–Port Arthur is a public two-year community college in Port Arthur, Texas, offering academic transfer and workforce education programs as part of the Texas State University System.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lamar State College–Port Arthur Target entity description: Lamar State College–Port Arthur is a public two-year community college in Port Arthur, Texas, offering academic transfer and workforce education programs as part of the Texas State University System.
-
A.
San Antonio College
San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
-
B.
Lamar University
Lamar University is a public university in Beaumont, Texas, known for its diverse academic programs and participation in NCAA Division I athletics.
-
C.
Texas A&M University–Central Texas
Texas A&M University–Central Texas is a public regional university in Killeen, Texas, serving primarily upper-division undergraduates and graduate students as part of the Texas A&M University System.
-
D.
Stephen F. Austin State University
Stephen F. Austin State University is a public university in Nacogdoches, Texas, known for its forestry, education, and business programs and its athletic teams, the Lumberjacks and Ladyjacks.
-
E.
Dallas College
Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
- 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_69aed93c69208190a4efac0efe3cd69b |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd60cc081908764fcc8206bc1ef |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562ac25848190951431c9c853cc59 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5633103e081909dbe7a7e54877343 |
completed | March 14, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b563eca17c81908deff0d361a7be87 |
completed | March 14, 2026, 1:34 p.m. |
Created at: March 9, 2026, 3:38 p.m.