Triple
T5093934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Houston |
E114820
|
entity |
| Predicate | hasCommercialArea |
P459
|
FINISHED |
| Object | Sharpstown commercial district |
E493738
|
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: Sharpstown commercial district | Statement: [Southwest Houston, hasCommercialArea, Sharpstown commercial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sharpstown commercial district Context triple: [Southwest Houston, hasCommercialArea, Sharpstown commercial district]
-
A.
Sharpstown
chosen
Sharpstown is a large, historically significant residential and commercial neighborhood in southwest Houston known for its diverse population and mid-20th-century suburban development.
-
B.
Midtown Houston
Midtown Houston is a centrally located, rapidly redeveloped Houston neighborhood known for its dense urban living, nightlife, and mixed-use residential and commercial spaces.
-
C.
Oak Cliff
Oak Cliff is a historic, predominantly residential district in southwest Dallas, Texas, known for its diverse communities, revitalized neighborhoods, and vibrant arts and dining scenes.
-
D.
Museum District, Houston
The Museum District in Houston is a prominent cultural neighborhood known for its high concentration of museums, galleries, and cultural institutions, as well as its proximity to Hermann Park.
-
E.
Riverchase Galleria
Riverchase Galleria is a large, multi-level shopping mall and commercial complex in Hoover, Alabama, known as one of the major retail and entertainment destinations in the Birmingham–Hoover metropolitan area.
- 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_69bd443fc49c819089629c00e311310c |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75454920819086e09d6055087e40 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec363bfb88190a290b92d052a46ef |
completed | March 21, 2026, 4:12 p.m. |
Created at: March 20, 2026, 1:40 p.m.