Triple
T2674592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erath County, Texas |
E56428
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Stephenville, Texas
Stephenville, Texas is a small city in north-central Texas known for its agricultural economy, rodeo culture, and as the home of Tarleton State University.
|
E380078
|
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: Stephenville, Texas | Statement: [Erath County, Texas, countySeat, Stephenville, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephenville, Texas Context triple: [Erath County, Texas, countySeat, Stephenville, Texas]
-
A.
Santa Fe, Texas
Santa Fe, Texas is a small city in Galveston County known for its rural character and location within the Greater Houston metropolitan area.
-
B.
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.
-
C.
Wichita Falls, Texas
Wichita Falls, Texas is a mid-sized city in northern Texas known for its oil and gas history, military presence at Sheppard Air Force Base, and role as a regional economic and cultural center.
-
D.
Gainesville, Texas
Gainesville, Texas is a small North Texas city near the Oklahoma border known as the county seat of Cooke County and a regional hub within the Texoma area.
-
E.
Richmond, Texas
Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
- 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: Stephenville, Texas Triple: [Erath County, Texas, countySeat, Stephenville, Texas]
Generated description
Stephenville, Texas is a small city in north-central Texas known for its agricultural economy, rodeo culture, and as the home of Tarleton State University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephenville, Texas Target entity description: Stephenville, Texas is a small city in north-central Texas known for its agricultural economy, rodeo culture, and as the home of Tarleton State University.
-
A.
Santa Fe, Texas
Santa Fe, Texas is a small city in Galveston County known for its rural character and location within the Greater Houston metropolitan area.
-
B.
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.
-
C.
Wichita Falls, Texas
Wichita Falls, Texas is a mid-sized city in northern Texas known for its oil and gas history, military presence at Sheppard Air Force Base, and role as a regional economic and cultural center.
-
D.
Gainesville, Texas
Gainesville, Texas is a small North Texas city near the Oklahoma border known as the county seat of Cooke County and a regional hub within the Texoma area.
-
E.
Richmond, Texas
Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
- 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_69ab4a4b13fc81909dfdb3f23da46832 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9b228cc819097f045b4a51d8e7c |
completed | March 7, 2026, 7:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c34fb7d881908d45f96f621d26ad |
completed | March 14, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69b4c713c3888190bfcdf5fe9b3969c2 |
completed | March 14, 2026, 2:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c7b31e648190b9b8e1f761163035 |
completed | March 14, 2026, 2:28 a.m. |
Created at: March 6, 2026, 9:54 p.m.