Triple
T2928060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston–The Woodlands–Sugar Land metropolitan area |
E78892
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
El Campo, Texas
El Campo, Texas is a small city in Wharton County known for its agricultural roots and location within the greater Houston metropolitan region.
|
E469592
|
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: El Campo, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, El Campo, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: El Campo, Texas Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, El Campo, Texas]
-
A.
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.
-
B.
Campbell, Texas
Campbell, Texas is a small rural city in northeastern Texas known for its close-knit community and agricultural surroundings.
-
C.
Del Rio, Texas
Del Rio, Texas is a border city in southwest Texas along the Rio Grande, known as a regional hub for trade, law enforcement, and federal government activity.
-
D.
Alvarado, Texas
Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
-
E.
Leo, Texas
Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
- 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: El Campo, Texas Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, El Campo, Texas]
Generated description
El Campo, Texas is a small city in Wharton County known for its agricultural roots and location within the greater Houston metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: El Campo, Texas Target entity description: El Campo, Texas is a small city in Wharton County known for its agricultural roots and location within the greater Houston metropolitan region.
-
A.
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.
-
B.
Campbell, Texas
Campbell, Texas is a small rural city in northeastern Texas known for its close-knit community and agricultural surroundings.
-
C.
Del Rio, Texas
Del Rio, Texas is a border city in southwest Texas along the Rio Grande, known as a regional hub for trade, law enforcement, and federal government activity.
-
D.
Alvarado, Texas
Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
-
E.
Leo, Texas
Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
- 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_69be43705d708190abea669829ef2970 |
completed | March 21, 2026, 7:06 a.m. |
| NEDg | Description generation | batch_69be4544ebe88190a2391484ac3ab18d |
completed | March 21, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be45bc7b2c8190aa293d2c10077864 |
completed | March 21, 2026, 7:16 a.m. |
Created at: March 8, 2026, 2:55 p.m.