Triple

T13346614
Position Surface form Disambiguated ID Type / Status
Subject Nacogdoches County, Texas E317967 entity
Predicate hasCensusDesignatedPlace P6345 FINISHED
Object Cushing, Texas
Cushing, Texas is a small rural community in East Texas known for its close-knit population and location within Nacogdoches County.
E1035691 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: Cushing, Texas | Statement: [Nacogdoches County, Texas, hasCensusDesignatedPlace, Cushing, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cushing, Texas
Context triple: [Nacogdoches County, Texas, hasCensusDesignatedPlace, Cushing, Texas]
  • A. Cresson, Texas
    Cresson, Texas is a small rural city in North Texas known for its location at the junction of several major highways southwest of the Dallas–Fort Worth metroplex.
  • B. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • C. Crosby, Texas
    Crosby, Texas is a small unincorporated community and census-designated place in Harris County that functions as a suburban area within the Greater Houston metropolitan region.
  • D. Crowley, Texas
    Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
  • E. Murchison, Texas
    Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
  • 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: Cushing, Texas
Triple: [Nacogdoches County, Texas, hasCensusDesignatedPlace, Cushing, Texas]
Generated description
Cushing, Texas is a small rural community in East Texas known for its close-knit population and location within Nacogdoches County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cushing, Texas
Target entity description: Cushing, Texas is a small rural community in East Texas known for its close-knit population and location within Nacogdoches County.
  • A. Cresson, Texas
    Cresson, Texas is a small rural city in North Texas known for its location at the junction of several major highways southwest of the Dallas–Fort Worth metroplex.
  • B. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • C. Crosby, Texas
    Crosby, Texas is a small unincorporated community and census-designated place in Harris County that functions as a suburban area within the Greater Houston metropolitan region.
  • D. Crowley, Texas
    Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
  • E. Murchison, Texas
    Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99e89c65c819093f3bea11d6073c5 completed April 11, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f439b3c8190b35fd4d097d65068 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f7204ac36c8190a04e921442489e9c completed May 3, 2026, 10:15 a.m.
NED2 Entity disambiguation (via description) batch_69f7221887208190ac98945a023bc496 completed May 3, 2026, 10:23 a.m.
Created at: April 9, 2026, 9:31 p.m.