Triple
T17637144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gray County, Texas |
E430124
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Lefors, Texas
Lefors, Texas is a small rural town in the Texas Panhandle that serves as one of the communities within Gray County.
|
E1279002
|
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: Lefors, Texas | Statement: [Gray County, Texas, hasSettlement, Lefors, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lefors, Texas Context triple: [Gray County, Texas, hasSettlement, Lefors, Texas]
-
A.
Forreston, Texas
Forreston, Texas is a small unincorporated rural community in Ellis County known for its agricultural surroundings and historic ties to the region’s early settlement and railroad era.
-
B.
Leonard, Texas
Leonard, Texas is a small rural city in North Texas known for its tight-knit community and annual Leonard Picnic celebration.
-
C.
Lueders, Texas
Lueders, Texas is a small rural city in North Texas known for its ranching heritage and location along the Clear Fork of the Brazos River.
-
D.
Leakey, Texas
Leakey, Texas is a small town in the Texas Hill Country known as a gateway to outdoor recreation along the Frio River.
-
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: Lefors, Texas Triple: [Gray County, Texas, hasSettlement, Lefors, Texas]
Generated description
Lefors, Texas is a small rural town in the Texas Panhandle that serves as one of the communities within Gray County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lefors, Texas Target entity description: Lefors, Texas is a small rural town in the Texas Panhandle that serves as one of the communities within Gray County.
-
A.
Forreston, Texas
Forreston, Texas is a small unincorporated rural community in Ellis County known for its agricultural surroundings and historic ties to the region’s early settlement and railroad era.
-
B.
Leonard, Texas
Leonard, Texas is a small rural city in North Texas known for its tight-knit community and annual Leonard Picnic celebration.
-
C.
Lueders, Texas
Lueders, Texas is a small rural city in North Texas known for its ranching heritage and location along the Clear Fork of the Brazos River.
-
D.
Leakey, Texas
Leakey, Texas is a small town in the Texas Hill Country known as a gateway to outdoor recreation along the Frio River.
-
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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46de1e0888190a3c8bbd451aed2fb |
completed | April 19, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a020aa1d3588190a0ed980338316770 |
completed | May 11, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_6a020b906b848190a2ff2dd7548809a4 |
completed | May 11, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a020c2ee784819082c0bbf09c12813b |
completed | May 11, 2026, 5:04 p.m. |
Created at: April 10, 2026, 5:52 a.m.