Triple
T2928059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston–The Woodlands–Sugar Land metropolitan area |
E78892
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Wharton, Texas
Wharton, Texas is a small city in southeastern Texas that serves as the county seat of Wharton County and lies within the greater Houston metropolitan area.
|
E466318
|
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: Wharton, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Wharton, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wharton, Texas Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Wharton, Texas]
-
A.
Whitewright, Texas
Whitewright, Texas is a small rural town in North Texas known for its historic downtown and location within the Sherman–Denison metropolitan area.
-
B.
Weatherford, Texas
Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
-
C.
Willis, Texas
Willis, Texas is a small city in Montgomery County that serves as a northern suburban community within the Greater Houston metropolitan area.
-
D.
Navasota, Texas
Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
-
E.
Weston, Texas
Weston, Texas is a small rural city in North Texas known for its historic character and location within the rapidly growing Dallas–Fort Worth metropolitan area.
- 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: Wharton, Texas Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Wharton, Texas]
Generated description
Wharton, Texas is a small city in southeastern Texas that serves as the county seat of Wharton County and lies within the greater Houston metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wharton, Texas Target entity description: Wharton, Texas is a small city in southeastern Texas that serves as the county seat of Wharton County and lies within the greater Houston metropolitan area.
-
A.
Whitewright, Texas
Whitewright, Texas is a small rural town in North Texas known for its historic downtown and location within the Sherman–Denison metropolitan area.
-
B.
Weatherford, Texas
Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
-
C.
Willis, Texas
Willis, Texas is a small city in Montgomery County that serves as a northern suburban community within the Greater Houston metropolitan area.
-
D.
Navasota, Texas
Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
-
E.
Weston, Texas
Weston, Texas is a small rural city in North Texas known for its historic character and location within the rapidly growing Dallas–Fort Worth metropolitan area.
- 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_69be393b31e081908b585a88a35d4c39 |
completed | March 21, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69be3adc766c8190ae5cbe5be14b720a |
completed | March 21, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3b645aac8190a6765f0679dd3735 |
completed | March 21, 2026, 6:32 a.m. |
Created at: March 8, 2026, 2:55 p.m.