Triple
T8182229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lamar University |
E191089
|
entity |
| Predicate | cityServed |
P82
|
FINISHED |
| Object | Beaumont metropolitan area |
E311224
|
NE FINISHED |
How this triple was built (2 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: Beaumont metropolitan area | Statement: [Lamar University, cityServed, Beaumont metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beaumont metropolitan area Context triple: [Lamar University, cityServed, Beaumont metropolitan area]
-
A.
Beaumont–Port Arthur metropolitan area
chosen
The Beaumont–Port Arthur metropolitan area is an industrial and port-centered region in Southeast Texas known for its petrochemical complexes, shipping facilities, and role in the Gulf Coast energy economy.
-
B.
Bryan–College Station metropolitan area
The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
-
C.
Beaumont, Texas
Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
-
D.
Beaumont
Beaumont is a growing city in Southern California known for its suburban communities, proximity to the San Gorgonio Pass, and role as a gateway between the Inland Empire and the Coachella Valley.
-
E.
Corpus Christi metropolitan area
The Corpus Christi metropolitan area is a coastal urban region in South Texas centered on the city of Corpus Christi, known for its port, petrochemical industry, and tourism along the Gulf of Mexico.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82c4538081909404325aa5639483 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4c4db8748190aa785e0c70fac497 |
completed | March 31, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cced6fd33081909512adbe559b2c7a |
completed | April 1, 2026, 10:03 a.m. |
Created at: March 30, 2026, 5:40 p.m.