Triple

T13765040
Position Surface form Disambiguated ID Type / Status
Subject Newton County, Texas E330717 entity
Predicate borders P224 FINISHED
Object Vernon Parish, Louisiana
Vernon Parish, Louisiana is a largely rural parish in western Louisiana known for its pine forests, military presence near Fort Johnson (formerly Fort Polk), and location along the Texas border.
 E1229005 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: Vernon Parish, Louisiana | Statement: [Newton County, Texas, borders, Vernon Parish, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vernon Parish, Louisiana
Context triple: [Newton County, Texas, borders, Vernon Parish, Louisiana]
  • A. Winn Parish, Louisiana
    Winn Parish, Louisiana is a rural parish in north-central Louisiana known for its pine forests, timber industry, and role in the state’s political history.
  • B. Bienville Parish, Louisiana
    Bienville Parish, Louisiana is a rural parish in northwestern Louisiana known for its pine forests, small communities, and historical ties to the timber and railroad industries.
  • C. DeSoto Parish, Louisiana
    DeSoto Parish, Louisiana is a rural parish in northwestern Louisiana known for its historical significance, timber and energy industries, and location along the Texas border.
  • D. Ouachita Parish, Louisiana
    Ouachita Parish, Louisiana is a parish in northeastern Louisiana that includes the city of Monroe and serves as an important regional center for commerce, education, and culture.
  • E. Richland Parish, Louisiana
    Richland Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and small communities.
  • 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: Vernon Parish, Louisiana
Triple: [Newton County, Texas, borders, Vernon Parish, Louisiana]
Generated description
Vernon Parish, Louisiana is a largely rural parish in western Louisiana known for its pine forests, military presence near Fort Johnson (formerly Fort Polk), and location along the Texas border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vernon Parish, Louisiana
Target entity description: Vernon Parish, Louisiana is a largely rural parish in western Louisiana known for its pine forests, military presence near Fort Johnson (formerly Fort Polk), and location along the Texas border.
  • A. Winn Parish, Louisiana
    Winn Parish, Louisiana is a rural parish in north-central Louisiana known for its pine forests, timber industry, and role in the state’s political history.
  • B. Bienville Parish, Louisiana
    Bienville Parish, Louisiana is a rural parish in northwestern Louisiana known for its pine forests, small communities, and historical ties to the timber and railroad industries.
  • C. DeSoto Parish, Louisiana
    DeSoto Parish, Louisiana is a rural parish in northwestern Louisiana known for its historical significance, timber and energy industries, and location along the Texas border.
  • D. Ouachita Parish, Louisiana
    Ouachita Parish, Louisiana is a parish in northeastern Louisiana that includes the city of Monroe and serves as an important regional center for commerce, education, and culture.
  • E. Richland Parish, Louisiana
    Richland Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and small communities.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de022690ac8190bd5410ecc659a2a7 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_6a009181980481908fb49e464aef8734 completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a0092244d788190b24f56f0b166dc20 completed May 10, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_6a00929d803881908d0bb6c566cd112a completed May 10, 2026, 2:13 p.m.
Created at: April 9, 2026, 10:10 p.m.