Triple

T18095046
Position Surface form Disambiguated ID Type / Status
Subject St. Charles Parish, Louisiana E433061 entity
Predicate largestCity P235 FINISHED
Object Luling, Louisiana
Luling, Louisiana is a suburban community in the New Orleans metropolitan area known for its petrochemical industry and location along the Mississippi River.
E1341134 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: Luling, Louisiana | Statement: [St. Charles Parish, Louisiana, largestCity, Luling, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luling, Louisiana
Context triple: [St. Charles Parish, Louisiana, largestCity, Luling, Louisiana]
  • A. Larose, Louisiana
    Larose, 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 southern Louisiana bayou region.
  • B. Luna, Louisiana
    Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
  • C. Reggio, Louisiana
    Reggio, Louisiana is a small unincorporated community in southeastern Louisiana located within the New Orleans metropolitan area and known for its proximity to coastal wetlands and fishing areas.
  • D. Coushatta, Louisiana
    Coushatta, Louisiana is a small town in Red River Parish known historically as the site of the 1874 Coushatta Massacre during the Reconstruction era.
  • E. Eastwood, Louisiana
    Eastwood, Louisiana is a small unincorporated community and census-designated place in northwestern Louisiana, located near the city of Bossier City.
  • 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: Luling, Louisiana
Triple: [St. Charles Parish, Louisiana, largestCity, Luling, Louisiana]
Generated description
Luling, Louisiana is a suburban community in the New Orleans metropolitan area known for its petrochemical industry and location along the Mississippi River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luling, Louisiana
Target entity description: Luling, Louisiana is a suburban community in the New Orleans metropolitan area known for its petrochemical industry and location along the Mississippi River.
  • A. Larose, Louisiana
    Larose, 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 southern Louisiana bayou region.
  • B. Luna, Louisiana
    Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
  • C. Reggio, Louisiana
    Reggio, Louisiana is a small unincorporated community in southeastern Louisiana located within the New Orleans metropolitan area and known for its proximity to coastal wetlands and fishing areas.
  • D. Coushatta, Louisiana
    Coushatta, Louisiana is a small town in Red River Parish known historically as the site of the 1874 Coushatta Massacre during the Reconstruction era.
  • E. Eastwood, Louisiana
    Eastwood, Louisiana is a small unincorporated community and census-designated place in northwestern Louisiana, located near the city of Bossier City.
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dd1b670081908e1e1083436da04e completed April 19, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a053d1f3ebc8190bb62be8ffb7c0b64 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053dd2222c819095099ba116b1c0a7 completed May 14, 2026, 3:13 a.m.
NED2 Entity disambiguation (via description) batch_6a053e4b79d081908bddd0608ec1b519 completed May 14, 2026, 3:15 a.m.
Created at: April 10, 2026, 10:27 a.m.