Triple

T9439307
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Parish, Louisiana E227600 entity
Predicate contains P35 FINISHED
Object Choudrant, Louisiana
Choudrant, Louisiana is a small village in northern Louisiana known for its rural character and proximity to the city of Ruston.
 E847059 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: Choudrant, Louisiana | Statement: [Lincoln Parish, Louisiana, contains, Choudrant, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Choudrant, Louisiana
Context triple: [Lincoln Parish, Louisiana, contains, Choudrant, Louisiana]
  • A. Calhoun, Louisiana
    Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
  • B. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • C. Galliano, Louisiana
    Galliano, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, fishing and oil-related industries, and location along Bayou Lafourche in the coastal bayou region of the state.
  • D. Dubach, Louisiana
    Dubach, Louisiana is a small town in northern Louisiana known for its rural character and location within Lincoln Parish.
  • E. Buras, Louisiana
    Buras, Louisiana is a small unincorporated community in Plaquemines Parish known for its location near the Mississippi River Delta and vulnerability to major hurricanes such as Katrina.
  • 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: Choudrant, Louisiana
Triple: [Lincoln Parish, Louisiana, contains, Choudrant, Louisiana]
Generated description
Choudrant, Louisiana is a small village in northern Louisiana known for its rural character and proximity to the city of Ruston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Choudrant, Louisiana
Target entity description: Choudrant, Louisiana is a small village in northern Louisiana known for its rural character and proximity to the city of Ruston.
  • A. Calhoun, Louisiana
    Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
  • B. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • C. Galliano, Louisiana
    Galliano, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, fishing and oil-related industries, and location along Bayou Lafourche in the coastal bayou region of the state.
  • D. Dubach, Louisiana chosen
    Dubach, Louisiana is a small town in northern Louisiana known for its rural character and location within Lincoln Parish.
  • E. Buras, Louisiana
    Buras, Louisiana is a small unincorporated community in Plaquemines Parish known for its location near the Mississippi River Delta and vulnerability to major hurricanes such as Katrina.
  • F. None of above.

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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ee1c8c48190a2ae8673eee07e9a completed April 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d354af200881909b08ab9b71d0d53f completed April 6, 2026, 6:37 a.m.
NEDg Description generation batch_69d3554d2c5c819089ed65a218c00177 completed April 6, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69d355a329948190977d68224cc4a5bb completed April 6, 2026, 6:41 a.m.
Created at: March 30, 2026, 7:50 p.m.