Triple
T2928026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston–The Woodlands–Sugar Land metropolitan area |
E78892
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
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.
|
E320100
|
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: Kingwood, Houston | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Kingwood, Houston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kingwood, Houston Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Kingwood, Houston]
-
A.
Bellaire, Texas
Bellaire, Texas is an independent city within the Houston metropolitan area known for its residential neighborhoods, strong public schools, and proximity to major employment centers.
-
B.
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.
-
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.
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.
-
E.
Westlake, Texas
Westlake, Texas is a small, affluent suburban town in the Dallas–Fort Worth metropolitan area known for its upscale residential communities and corporate campuses.
- 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: Kingwood, Houston Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Kingwood, Houston]
Generated description
Kingwood, Houston is a large master-planned community in northeast Houston, Texas, known for its extensive greenbelt trails, suburban character, and family-oriented neighborhoods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kingwood, Houston Target entity description: Kingwood, Houston is a large master-planned community in northeast Houston, Texas, known for its extensive greenbelt trails, suburban character, and family-oriented neighborhoods.
-
A.
Bellaire, Texas
Bellaire, Texas is an independent city within the Houston metropolitan area known for its residential neighborhoods, strong public schools, and proximity to major employment centers.
-
B.
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.
-
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.
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.
-
E.
Westlake, Texas
Westlake, Texas is a small, affluent suburban town in the Dallas–Fort Worth metropolitan area known for its upscale residential communities and corporate campuses.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97ff0ddc8190acba9863bbe4f54b |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1de8f4d94819086527165d7da11c5 |
completed | March 11, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69b1df61bb208190b7714ff14ff81a99 |
completed | March 11, 2026, 9:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1dfd8fc5481908f1e130226d606fb |
completed | March 11, 2026, 9:34 p.m. |
Created at: March 8, 2026, 2:55 p.m.