Triple
T2928052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston–The Woodlands–Sugar Land metropolitan area |
E78892
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Highlands, Texas
Highlands, Texas is a small unincorporated community and census-designated place in Harris County, known as part of the greater Houston metropolitan area.
|
E362595
|
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: Highlands, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Highlands, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highlands, Texas Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Highlands, Texas]
-
A.
Midlothian, Texas
Midlothian, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its cement production and industrial base.
-
B.
Alpine, Texas
Alpine, Texas is a small city in West Texas known as a regional hub of the Big Bend area and home to Sul Ross State University.
-
C.
Richland Hills, Texas
Richland Hills, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
-
D.
Mission, Texas
Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
-
E.
Springtown, Texas
Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the 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: Highlands, Texas Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Highlands, Texas]
Generated description
Highlands, Texas is a small unincorporated community and census-designated place in Harris County, known as part of the greater Houston metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highlands, Texas Target entity description: Highlands, Texas is a small unincorporated community and census-designated place in Harris County, known as part of the greater Houston metropolitan area.
-
A.
Midlothian, Texas
Midlothian, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its cement production and industrial base.
-
B.
Alpine, Texas
Alpine, Texas is a small city in West Texas known as a regional hub of the Big Bend area and home to Sul Ross State University.
-
C.
Richland Hills, Texas
Richland Hills, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
-
D.
Mission, Texas
Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
-
E.
Springtown, Texas
Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the 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_69b37383fbf881909361d448de3c266b |
completed | March 13, 2026, 2:16 a.m. |
| NEDg | Description generation | batch_69b3746f1de4819091c5bcbf8a988ef1 |
completed | March 13, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b374f5999c8190ae48570a412dc6dc |
completed | March 13, 2026, 2:22 a.m. |
Created at: March 8, 2026, 2:55 p.m.