Triple
T18674681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nederland, Texas |
E456568
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Beaumont, Texas |
E231427
|
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, Texas | Statement: [Nederland, Texas, near, Beaumont, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beaumont, Texas Context triple: [Nederland, Texas, near, Beaumont, Texas]
-
A.
Beaumont, Texas
chosen
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.
-
B.
Baytown, Texas
Baytown, Texas is an industrial city in the Houston metropolitan area known for its petrochemical complexes and location along the Gulf Coast.
-
C.
La Marque, Texas
La Marque, Texas is a small city in Galveston County that functions as part of the greater Houston metropolitan area, offering a suburban community near the Gulf Coast.
-
D.
Beaumont
Beaumont is a residential suburb on the north side of Dublin, Ireland, known for its quiet streets, local amenities, and proximity to Beaumont Hospital.
-
E.
Beaumont
Beaumont is a small suburban municipality located near Quebec City in the province of Quebec, Canada.
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b4e390819091ad9dd118ca1f4f |
completed | April 19, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a053d266d348190bad1de51c69134ee |
completed | May 14, 2026, 3:10 a.m. |
Created at: April 10, 2026, 11:48 a.m.