Triple
T2448492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pampa, Texas |
E53647
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Gray County, Texas
Gray County, Texas is a rural county in the Texas Panhandle known for its oil and gas industry, agriculture, and county seat of Pampa.
|
E430124
|
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: Gray County, Texas | Statement: [Pampa, Texas, locatedIn, Gray County, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gray County, Texas Context triple: [Pampa, Texas, locatedIn, Gray County, Texas]
-
A.
Grayson County, Texas
Grayson County, Texas is a county in north Texas along the Oklahoma border, known for its county seat Sherman, the city of Denison, and its location near Lake Texoma.
-
B.
Parker County, Texas
Parker County, Texas is a suburban and semi-rural county just west of Fort Worth that forms part of the greater Dallas–Fort Worth metropolitan area.
-
C.
Burnet County, Texas
Burnet County, Texas is a central Texas county on the edge of the Hill Country known for its lakes, outdoor recreation, and proximity to the Austin metropolitan area.
-
D.
Grimes County, Texas
Grimes County, Texas is a rural county in southeastern Texas known for its agricultural economy, historic small towns, and location within the Brazos Valley region.
-
E.
Ellis County, Texas
Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
- 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: Gray County, Texas Triple: [Pampa, Texas, locatedIn, Gray County, Texas]
Generated description
Gray County, Texas is a rural county in the Texas Panhandle known for its oil and gas industry, agriculture, and county seat of Pampa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gray County, Texas Target entity description: Gray County, Texas is a rural county in the Texas Panhandle known for its oil and gas industry, agriculture, and county seat of Pampa.
-
A.
Grayson County, Texas
Grayson County, Texas is a county in north Texas along the Oklahoma border, known for its county seat Sherman, the city of Denison, and its location near Lake Texoma.
-
B.
Parker County, Texas
Parker County, Texas is a suburban and semi-rural county just west of Fort Worth that forms part of the greater Dallas–Fort Worth metropolitan area.
-
C.
Burnet County, Texas
Burnet County, Texas is a central Texas county on the edge of the Hill Country known for its lakes, outdoor recreation, and proximity to the Austin metropolitan area.
-
D.
Grimes County, Texas
Grimes County, Texas is a rural county in southeastern Texas known for its agricultural economy, historic small towns, and location within the Brazos Valley region.
-
E.
Ellis County, Texas
Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0dc7ed88190920afd4817c621c9 |
completed | March 7, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0232d78819084fbc7c1d229c83c |
completed | March 14, 2026, 9:16 p.m. |
| NEDg | Description generation | batch_69b5d0cbc000819088f22bba5dcee7eb |
completed | March 14, 2026, 9:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d172e0448190bd323d79f4b36d28 |
completed | March 14, 2026, 9:21 p.m. |
Created at: March 6, 2026, 9:43 p.m.