Triple
T19757923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uptown Houston |
E474549
|
entity |
| Predicate | hasBusinessImprovementDistrict |
P459
|
FINISHED |
| Object |
Uptown Houston District
Uptown Houston District is a business improvement district in Houston, Texas, focused on managing and promoting the Uptown area’s commercial, retail, and mixed-use development.
|
E1394574
|
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: Uptown Houston District | Statement: [Uptown Houston, hasBusinessImprovementDistrict, Uptown Houston District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uptown Houston District Context triple: [Uptown Houston, hasBusinessImprovementDistrict, Uptown Houston District]
-
A.
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.
-
B.
EaDo (East Downtown Houston)
EaDo (East Downtown Houston) is a revitalized urban neighborhood just east of downtown Houston known for its sports venues, nightlife, and growing residential and entertainment scene.
-
C.
Third Ward, Houston
Third Ward, Houston is a historically Black, culturally rich neighborhood near downtown Houston known for its civil rights legacy, arts scene, and educational institutions.
-
D.
Bishop Arts District
Bishop Arts District is a vibrant, historic Dallas neighborhood known for its independent boutiques, eclectic restaurants, art galleries, and lively street culture.
-
E.
Second Ward, Houston
Second Ward, Houston is one of the city’s historic inner-city neighborhoods, known for its predominantly Hispanic community, industrial roots, and ongoing urban revitalization east of downtown.
- 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: Uptown Houston District Triple: [Uptown Houston, hasBusinessImprovementDistrict, Uptown Houston District]
Generated description
Uptown Houston District is a business improvement district in Houston, Texas, focused on managing and promoting the Uptown area’s commercial, retail, and mixed-use development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Uptown Houston District Target entity description: Uptown Houston District is a business improvement district in Houston, Texas, focused on managing and promoting the Uptown area’s commercial, retail, and mixed-use development.
-
A.
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.
-
B.
EaDo (East Downtown Houston)
EaDo (East Downtown Houston) is a revitalized urban neighborhood just east of downtown Houston known for its sports venues, nightlife, and growing residential and entertainment scene.
-
C.
Third Ward, Houston
Third Ward, Houston is a historically Black, culturally rich neighborhood near downtown Houston known for its civil rights legacy, arts scene, and educational institutions.
-
D.
Bishop Arts District
Bishop Arts District is a vibrant, historic Dallas neighborhood known for its independent boutiques, eclectic restaurants, art galleries, and lively street culture.
-
E.
Second Ward, Houston
Second Ward, Houston is one of the city’s historic inner-city neighborhoods, known for its predominantly Hispanic community, industrial roots, and ongoing urban revitalization east of downtown.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531d711c8190996fcf967c39c523 |
completed | April 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd69f9a481909c82253039af1ec1 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be1380608190b1efcd97a4bd0c15 |
completed | May 16, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bfb095b08190a23710cf78a2b923 |
completed | May 16, 2026, 12:52 a.m. |
Created at: April 10, 2026, 1:48 p.m.