Triple
T9685380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panola County, Texas |
E234393
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Beckville, Texas
Beckville, Texas is a small rural city in East Texas known for its close-knit community and location within the Carthage–Panola County area.
|
E815317
|
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: Beckville, Texas | Statement: [Panola County, Texas, hasTown, Beckville, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beckville, Texas Context triple: [Panola County, Texas, hasTown, Beckville, Texas]
-
A.
Bullard, Texas
Bullard, Texas is a small town in East Texas that serves as a suburban community within the greater Tyler metropolitan area.
-
B.
Brownfield, Texas
Brownfield, Texas is a small West Texas city in Terry County known for its agriculture, particularly cotton and peanut farming, and its location within the South Plains region.
-
C.
Bellmead, Texas
Bellmead, Texas is a small city in Central Texas that functions as a suburb of Waco.
-
D.
Millican, Texas
Millican, Texas is a small rural community in east-central Texas known for its historic role as an early railroad town.
-
E.
Atascocita, Texas
Atascocita, Texas is a large suburban community in northeastern Harris County known for its residential neighborhoods, proximity to Lake Houston, and role as a commuter suburb of Houston.
- 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: Beckville, Texas Triple: [Panola County, Texas, hasTown, Beckville, Texas]
Generated description
Beckville, Texas is a small rural city in East Texas known for its close-knit community and location within the Carthage–Panola County area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beckville, Texas Target entity description: Beckville, Texas is a small rural city in East Texas known for its close-knit community and location within the Carthage–Panola County area.
-
A.
Bullard, Texas
Bullard, Texas is a small town in East Texas that serves as a suburban community within the greater Tyler metropolitan area.
-
B.
Brownfield, Texas
Brownfield, Texas is a small West Texas city in Terry County known for its agriculture, particularly cotton and peanut farming, and its location within the South Plains region.
-
C.
Bellmead, Texas
Bellmead, Texas is a small city in Central Texas that functions as a suburb of Waco.
-
D.
Millican, Texas
Millican, Texas is a small rural community in east-central Texas known for its historic role as an early railroad town.
-
E.
Atascocita, Texas
Atascocita, Texas is a large suburban community in northeastern Harris County known for its residential neighborhoods, proximity to Lake Houston, and role as a commuter suburb of Houston.
- 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_69ca84ca73208190957a900c8543bdcc |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9cd0877c81909fde1989d946aae9 |
completed | April 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1910b7c148190b9061b1ce0520e8b |
completed | April 4, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69d193150c00819080ed0fbb050b60bf |
completed | April 4, 2026, 10:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d19416efd48190865d0178e5e893fa |
completed | April 4, 2026, 10:43 p.m. |
Created at: March 30, 2026, 8:16 p.m.