Triple

T9173498
Position Surface form Disambiguated ID Type / Status
Subject Richland Parish, Louisiana E220137 entity
Predicate borders P224 FINISHED
Object Franklin Parish, Louisiana
Franklin Parish, Louisiana is a rural parish in northeastern Louisiana known for its agriculture-based economy and small-town communities.
E809168 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: Franklin Parish, Louisiana | Statement: [Richland Parish, Louisiana, borders, Franklin Parish, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franklin Parish, Louisiana
Context triple: [Richland Parish, Louisiana, borders, Franklin Parish, Louisiana]
  • A. Madison Parish, Louisiana
    Madison Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and location along the Mississippi River.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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: Franklin Parish, Louisiana
Triple: [Richland Parish, Louisiana, borders, Franklin Parish, Louisiana]
Generated description
Franklin Parish, Louisiana is a rural parish in northeastern Louisiana known for its agriculture-based economy and small-town communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franklin Parish, Louisiana
Target entity description: Franklin Parish, Louisiana is a rural parish in northeastern Louisiana known for its agriculture-based economy and small-town communities.
  • A. Madison Parish, Louisiana
    Madison Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and location along the Mississippi River.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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_69d1610abbec81908743c1ef20fb39d4 completed April 4, 2026, 7:05 p.m.
NEDg Description generation batch_69d165d8f2ec8190b2cd568128f547d2 completed April 4, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69d166268b908190bfa3c884ee2d4ca4 completed April 4, 2026, 7:27 p.m.
Created at: March 30, 2026, 7:22 p.m.