Triple
T5135608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brays Oaks area |
E115811
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Southwest Houston region |
E114820
|
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: Southwest Houston region | Statement: [Brays Oaks area, partOf, Southwest Houston region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwest Houston region Context triple: [Brays Oaks area, partOf, Southwest Houston region]
-
A.
Southwest Houston
chosen
Southwest Houston is a large, diverse residential and commercial area of Houston, Texas, known for its mix of established neighborhoods, shopping centers, and multicultural communities.
-
B.
Houston–The Woodlands–Sugar Land metropolitan area
The Houston–The Woodlands–Sugar Land metropolitan area is a major U.S. urban region in Southeast Texas centered on Houston, known for its large and diverse population, energy and aerospace industries, and significant economic and cultural influence.
-
C.
Downtown Houston
Downtown Houston is the central business district and urban core of Houston, Texas, known for its skyscrapers, entertainment venues, and major sports arenas.
-
D.
South Houston, Texas
South Houston, Texas is a small city in the Greater Houston metropolitan area known for its residential neighborhoods and proximity to major industrial and shipping centers along the Gulf Coast.
-
E.
Texas Triangle
The Texas Triangle is a major urban megaregion in Texas defined by its three largest metropolitan areas—Dallas–Fort Worth, Houston, and San Antonio–Austin—forming a roughly triangular economic and population hub.
- 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_69bd44459a988190a772a5c2ec6a1965 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd785069108190bf9cfdc7d962d43f |
completed | March 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef7f117ac8190a03379437484627b |
completed | March 21, 2026, 7:56 p.m. |
Created at: March 20, 2026, 1:43 p.m.