Triple

T6660917
Position Surface form Disambiguated ID Type / Status
Subject Little Walter E151472 entity
Predicate placeOfBirth P1 FINISHED
Object Marksville, Louisiana, United States
Marksville, Louisiana, United States is a small city in Avoyelles Parish known as the birthplace of influential blues harmonica player Little Walter and for its historic Creole and Native American cultural heritage.
 E608842 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: Marksville, Louisiana, United States | Statement: [Little Walter, placeOfBirth, Marksville, Louisiana, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marksville, Louisiana, United States
Context triple: [Little Walter, placeOfBirth, Marksville, Louisiana, United States]
  • A. Farmerville, Louisiana
    Farmerville, Louisiana is a small town in Union Parish that serves as the parish seat and lies within the Monroe metropolitan area in northern Louisiana.
  • B. Shreveport, Louisiana, United States
    Shreveport is a major city in northwestern Louisiana known for its role as a regional economic and cultural center along the Red River.
  • C. 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.
  • D. Metairie, Louisiana, United States
    Metairie, Louisiana, United States is a suburban community in the New Orleans metropolitan area, known as the birthplace of comedian and television host Ellen DeGeneres.
  • E. Minden, Louisiana
    Minden, Louisiana is a small historic city in northwestern Louisiana that serves as part of the Ark-La-Tex regional hub near Shreveport.
  • 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: Marksville, Louisiana, United States
Triple: [Little Walter, placeOfBirth, Marksville, Louisiana, United States]
Generated description
Marksville, Louisiana, United States is a small city in Avoyelles Parish known as the birthplace of influential blues harmonica player Little Walter and for its historic Creole and Native American cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marksville, Louisiana, United States
Target entity description: Marksville, Louisiana, United States is a small city in Avoyelles Parish known as the birthplace of influential blues harmonica player Little Walter and for its historic Creole and Native American cultural heritage.
  • A. Farmerville, Louisiana
    Farmerville, Louisiana is a small town in Union Parish that serves as the parish seat and lies within the Monroe metropolitan area in northern Louisiana.
  • B. Shreveport, Louisiana, United States
    Shreveport is a major city in northwestern Louisiana known for its role as a regional economic and cultural center along the Red River.
  • C. 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.
  • D. Metairie, Louisiana, United States
    Metairie, Louisiana, United States is a suburban community in the New Orleans metropolitan area, known as the birthplace of comedian and television host Ellen DeGeneres.
  • E. Minden, Louisiana
    Minden, Louisiana is a small historic city in northwestern Louisiana that serves as part of the Ark-La-Tex regional hub near Shreveport.
  • 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_69c687f5fac48190a09e4838d9c6b45d completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0737cb08190ad455b48fd30eec8 completed March 27, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef0738a88190802abaeb0ab0a927 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a3f0b481908dfe70d626277e8f completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f1a3995c8190b22766356b6e6bf8 completed March 27, 2026, 9:07 p.m.
Created at: March 27, 2026, 2:02 p.m.