Triple

T6845798
Position Surface form Disambiguated ID Type / Status
Subject Grant Parish, Louisiana E157890 entity
Predicate hasSettlement P1068 FINISHED
Object Dry Prong, Louisiana
Dry Prong, Louisiana is a small village in Grant Parish known as a rural community in central Louisiana.
 E623050 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: Dry Prong, Louisiana | Statement: [Grant Parish, Louisiana, hasSettlement, Dry Prong, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dry Prong, Louisiana
Context triple: [Grant Parish, Louisiana, hasSettlement, Dry Prong, Louisiana]
  • A. Luna, Louisiana
    Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
  • B. Swartz, Louisiana
    Swartz, Louisiana is a small unincorporated community and census-designated place in northeastern Louisiana, located near the city of Monroe.
  • C. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • D. 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.
  • E. Drew, Louisiana
    Drew, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part 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: Dry Prong, Louisiana
Triple: [Grant Parish, Louisiana, hasSettlement, Dry Prong, Louisiana]
Generated description
Dry Prong, Louisiana is a small village in Grant Parish known as a rural community in central Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dry Prong, Louisiana
Target entity description: Dry Prong, Louisiana is a small village in Grant Parish known as a rural community in central Louisiana.
  • A. Luna, Louisiana
    Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
  • B. Swartz, Louisiana
    Swartz, Louisiana is a small unincorporated community and census-designated place in northeastern Louisiana, located near the city of Monroe.
  • C. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • D. 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.
  • E. Drew, Louisiana
    Drew, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7cbe4488190b41ddf953f12f55f completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fc42e688190baa8413883e5506c completed March 28, 2026, 1:32 a.m.
NEDg Description generation batch_69c7304c0bac8190a9ece4e50ab49586 completed March 28, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c7310fa9bc8190bfb0a43890dc5e96 completed March 28, 2026, 1:38 a.m.
Created at: March 27, 2026, 2:20 p.m.