Triple

T8940059
Position Surface form Disambiguated ID Type / Status
Subject Union Parish, Louisiana E212876 entity
Predicate borders P224 FINISHED
Object Claiborne Parish, Louisiana
Claiborne Parish, Louisiana is a rural parish in northern Louisiana known for its pine forests, small communities, and parish seat of Homer.
 E788478 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: Claiborne Parish, Louisiana | Statement: [Union Parish, Louisiana, borders, Claiborne Parish, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Claiborne Parish, Louisiana
Context triple: [Union Parish, Louisiana, borders, Claiborne Parish, Louisiana]
  • A. Lincoln Parish, Louisiana
    Lincoln Parish, Louisiana is a north-central Louisiana parish known for its seat in Ruston and as home to Louisiana Tech University.
  • B. 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.
  • C. Iberville Parish, Louisiana
    Iberville Parish, Louisiana is a parish in the southeastern part of the state known for its location along the Mississippi River and its historic role in Louisiana’s plantation and petrochemical corridor.
  • D. Jackson Parish, Louisiana
    Jackson Parish, Louisiana is a rural parish in north-central Louisiana known for its pine forests, small communities, and location within the state's traditional timber and oil-producing region.
  • E. St. Charles Parish, Louisiana
    St. Charles Parish, Louisiana is a parish in the New Orleans metropolitan area known for its petrochemical industry, Mississippi River communities, and historic role in the early development of the state.
  • 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: Claiborne Parish, Louisiana
Triple: [Union Parish, Louisiana, borders, Claiborne Parish, Louisiana]
Generated description
Claiborne Parish, Louisiana is a rural parish in northern Louisiana known for its pine forests, small communities, and parish seat of Homer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Claiborne Parish, Louisiana
Target entity description: Claiborne Parish, Louisiana is a rural parish in northern Louisiana known for its pine forests, small communities, and parish seat of Homer.
  • A. Lincoln Parish, Louisiana
    Lincoln Parish, Louisiana is a north-central Louisiana parish known for its seat in Ruston and as home to Louisiana Tech University.
  • B. 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.
  • C. Iberville Parish, Louisiana
    Iberville Parish, Louisiana is a parish in the southeastern part of the state known for its location along the Mississippi River and its historic role in Louisiana’s plantation and petrochemical corridor.
  • D. Jackson Parish, Louisiana
    Jackson Parish, Louisiana is a rural parish in north-central Louisiana known for its pine forests, small communities, and location within the state's traditional timber and oil-producing region.
  • E. St. Charles Parish, Louisiana
    St. Charles Parish, Louisiana is a parish in the New Orleans metropolitan area known for its petrochemical industry, Mississippi River communities, and historic role in the early development of the state.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b8b37c8190bce6e049de8cf732 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09b4d482481908457a78bb74b7db9 completed April 4, 2026, 5:02 a.m.
NEDg Description generation batch_69d09ca202f88190b21b89e61b1596ff completed April 4, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69d09d914d688190af609c4485c746cc completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 6:58 p.m.