Triple
T13411618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kingwood, Houston |
E320100
|
entity |
| Predicate | hasCommercialArea |
P459
|
FINISHED |
| Object |
Kingwood Town Center
Kingwood Town Center is the primary mixed-use commercial and community hub serving the Kingwood area of Houston, Texas.
|
E1038843
|
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 Town Center | Statement: [Kingwood, Houston, hasCommercialArea, Kingwood Town Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kingwood Town Center Context triple: [Kingwood, Houston, hasCommercialArea, Kingwood Town Center]
-
A.
Pearland Town Center
Pearland Town Center is a large mixed-use lifestyle and retail complex in Pearland, Texas, featuring major stores, restaurants, offices, and public gathering spaces.
-
B.
The Woodlands Mall
The Woodlands Mall is a large, upscale shopping center in The Woodlands, Texas, featuring major department stores, popular retail brands, dining, and entertainment options.
-
C.
Westlake Shopping Center
Westlake Shopping Center is a long-established open-air retail complex in Daly City, California, featuring a mix of shops, services, and dining options.
-
D.
University Park Mall
University Park Mall is a major regional shopping center located in Mishawaka, Indiana, featuring a wide variety of retail stores, dining options, and services.
-
E.
Livingston Mall
Livingston Mall is a regional shopping center in Livingston, New Jersey, featuring a variety of retail stores, dining options, and services.
- 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 Town Center Triple: [Kingwood, Houston, hasCommercialArea, Kingwood Town Center]
Generated description
Kingwood Town Center is the primary mixed-use commercial and community hub serving the Kingwood area of Houston, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kingwood Town Center Target entity description: Kingwood Town Center is the primary mixed-use commercial and community hub serving the Kingwood area of Houston, Texas.
-
A.
Pearland Town Center
Pearland Town Center is a large mixed-use lifestyle and retail complex in Pearland, Texas, featuring major stores, restaurants, offices, and public gathering spaces.
-
B.
The Woodlands Mall
The Woodlands Mall is a large, upscale shopping center in The Woodlands, Texas, featuring major department stores, popular retail brands, dining, and entertainment options.
-
C.
Westlake Shopping Center
Westlake Shopping Center is a long-established open-air retail complex in Daly City, California, featuring a mix of shops, services, and dining options.
-
D.
University Park Mall
University Park Mall is a major regional shopping center located in Mishawaka, Indiana, featuring a wide variety of retail stores, dining options, and services.
-
E.
Livingston Mall
Livingston Mall is a regional shopping center in Livingston, New Jersey, featuring a variety of retail stores, dining options, and services.
- 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_69d806b943cc8190b6af624d385d7e12 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaeb3facc819088c1af3b59237e7a |
completed | April 12, 2026, 2:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7307e9b5881908eb2cd9e4fa7c5f2 |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f73195e4d88190ad356d0e3e18d34f |
completed | May 3, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f73220ffc08190bfb1b89757efd606 |
completed | May 3, 2026, 11:31 a.m. |
Created at: April 9, 2026, 9:35 p.m.