Triple

T9173497
Position Surface form Disambiguated ID Type / Status
Subject Richland Parish, Louisiana E220137 entity
Predicate borders P224 FINISHED
Object Madison Parish, Louisiana
Madison Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and location along the Mississippi River.
E806397 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: Madison Parish, Louisiana | Statement: [Richland Parish, Louisiana, borders, Madison Parish, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madison Parish, Louisiana
Context triple: [Richland Parish, Louisiana, borders, Madison Parish, Louisiana]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Washington Parish, Louisiana
    Washington Parish, Louisiana is a largely rural parish in the southeastern part of the state known for its pine forests, small towns like Bogalusa and Franklinton, and location along the Mississippi border.
  • E. 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.
  • 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: Madison Parish, Louisiana
Triple: [Richland Parish, Louisiana, borders, Madison Parish, Louisiana]
Generated description
Madison Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and location along the Mississippi River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madison Parish, Louisiana
Target entity description: Madison Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and location along the Mississippi River.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Washington Parish, Louisiana
    Washington Parish, Louisiana is a largely rural parish in the southeastern part of the state known for its pine forests, small towns like Bogalusa and Franklinton, and location along the Mississippi border.
  • E. 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.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccbfa128d48190b54b8f95d77d81cc completed April 1, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d152586ca08190854463dfdd1f727c completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d153f868f081909fceb511788ce17f completed April 4, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69d154567f408190a848eea4ca905fb6 completed April 4, 2026, 6:11 p.m.
Created at: March 30, 2026, 7:22 p.m.