Triple

T4241575
Position Surface form Disambiguated ID Type / Status
Subject St. James Parish, Louisiana E95424 entity
Predicate largestSettlement P163 FINISHED
Object Lutcher, Louisiana
Lutcher, Louisiana is a small town along the Mississippi River known for its historic sugar industry roots and its location in St. James Parish between New Orleans and Baton Rouge.
 E445032 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: Lutcher, Louisiana | Statement: [St. James Parish, Louisiana, largestSettlement, Lutcher, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lutcher, Louisiana
Context triple: [St. James Parish, Louisiana, largestSettlement, Lutcher, 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. Kenner, Louisiana
    Kenner, Louisiana is a suburban city in Jefferson Parish that forms part of the New Orleans metropolitan area and serves as home to the region’s primary international airport.
  • C. Sterlington, Louisiana
    Sterlington, Louisiana is a small town in northeastern Louisiana that functions largely as a residential community within the Monroe metropolitan area.
  • D. Springfield, Louisiana
    Springfield, Louisiana is a small town in Livingston Parish known historically as one of the places where future U.S. President Zachary Taylor once lived.
  • E. Natchitoches, Louisiana
    Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
  • 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: Lutcher, Louisiana
Triple: [St. James Parish, Louisiana, largestSettlement, Lutcher, Louisiana]
Generated description
Lutcher, Louisiana is a small town along the Mississippi River known for its historic sugar industry roots and its location in St. James Parish between New Orleans and Baton Rouge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lutcher, Louisiana
Target entity description: Lutcher, Louisiana is a small town along the Mississippi River known for its historic sugar industry roots and its location in St. James Parish between New Orleans and Baton Rouge.
  • 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. Kenner, Louisiana
    Kenner, Louisiana is a suburban city in Jefferson Parish that forms part of the New Orleans metropolitan area and serves as home to the region’s primary international airport.
  • C. Sterlington, Louisiana
    Sterlington, Louisiana is a small town in northeastern Louisiana that functions largely as a residential community within the Monroe metropolitan area.
  • D. Springfield, Louisiana
    Springfield, Louisiana is a small town in Livingston Parish known historically as one of the places where future U.S. President Zachary Taylor once lived.
  • E. Natchitoches, Louisiana
    Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e87c9d88190a093b1289df5b974 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b6721dcf28819080b6a265152059e9 completed March 15, 2026, 8:47 a.m.
NEDg Description generation batch_69b672b5c10481909641c943dda0632c completed March 15, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69b6732ae3f88190afb2405dc93c7cd4 completed March 15, 2026, 8:51 a.m.
Created at: March 12, 2026, 11:05 p.m.