Triple
T5093737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westbury neighborhood |
E114816
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Southwest Management District (Houston)
The Southwest Management District in Houston is a special-purpose governmental district that promotes economic development, public safety, and infrastructure improvements across several southwest Houston neighborhoods.
|
E493723
|
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: Southwest Management District (Houston) | Statement: [Westbury neighborhood, partOf, Southwest Management District (Houston)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwest Management District (Houston) Context triple: [Westbury neighborhood, partOf, Southwest Management District (Houston)]
-
A.
Southwest Houston
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.
Kingwood, Houston
Kingwood, Houston is a large master-planned community in northeast Houston, Texas, known for its extensive greenbelt trails, suburban character, and family-oriented neighborhoods.
-
C.
Cinco Ranch, Texas
Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
-
D.
Brazoria, Texas
Brazoria, Texas is a small town in Brazoria County within the Greater Houston metropolitan area, known for its historic roots in early Texas settlement and proximity to the Gulf Coast.
-
E.
Alief, Houston
Alief is a diverse, densely populated suburban neighborhood in southwest Houston, Texas, known for its multicultural community and mix of residential and commercial areas.
- 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: Southwest Management District (Houston) Triple: [Westbury neighborhood, partOf, Southwest Management District (Houston)]
Generated description
The Southwest Management District in Houston is a special-purpose governmental district that promotes economic development, public safety, and infrastructure improvements across several southwest Houston neighborhoods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southwest Management District (Houston) Target entity description: The Southwest Management District in Houston is a special-purpose governmental district that promotes economic development, public safety, and infrastructure improvements across several southwest Houston neighborhoods.
-
A.
Southwest Houston
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.
Kingwood, Houston
Kingwood, Houston is a large master-planned community in northeast Houston, Texas, known for its extensive greenbelt trails, suburban character, and family-oriented neighborhoods.
-
C.
Cinco Ranch, Texas
Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
-
D.
Brazoria, Texas
Brazoria, Texas is a small town in Brazoria County within the Greater Houston metropolitan area, known for its historic roots in early Texas settlement and proximity to the Gulf Coast.
-
E.
Alief, Houston
Alief is a diverse, densely populated suburban neighborhood in southwest Houston, Texas, known for its multicultural community and mix of residential and commercial areas.
- 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_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_69beba76ef188190ab31623d1a44ebb9 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebb8e5f1c819082f0b59e9524d6e8 |
completed | March 21, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc30029081909b5c937308fefcf2 |
completed | March 21, 2026, 3:41 p.m. |
Created at: March 20, 2026, 1:40 p.m.