Triple

T15912105
Position Surface form Disambiguated ID Type / Status
Subject Bossier Parish E385873 entity
Predicate contains P35 FINISHED
Object Taylortown, Louisiana
Taylortown, Louisiana is a small unincorporated community in northwestern Louisiana, situated within the Shreveport–Bossier City metropolitan area.
E1228492 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: Taylortown, Louisiana | Statement: [Bossier Parish, contains, Taylortown, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taylortown, Louisiana
Context triple: [Bossier Parish, contains, Taylortown, Louisiana]
  • A. Terrytown, Louisiana
    Terrytown, Louisiana is a suburban community on the West Bank of the Mississippi River in Jefferson Parish, just outside New Orleans.
  • B. 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.
  • C. Cloutierville, Louisiana
    Cloutierville, Louisiana is a small historic community in Natchitoches Parish known for its 19th-century Creole plantation culture and association with writer Kate Chopin.
  • D. Downsville, Louisiana
    Downsville, Louisiana is a small rural village located in Union Parish in northern Louisiana, known for its quiet, close-knit community.
  • E. Epps, Louisiana
    Epps, Louisiana is a small village in northeastern Louisiana best known for its proximity to the ancient Poverty Point World Heritage archaeological site.
  • 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: Taylortown, Louisiana
Triple: [Bossier Parish, contains, Taylortown, Louisiana]
Generated description
Taylortown, Louisiana is a small unincorporated community in northwestern Louisiana, situated within the Shreveport–Bossier City metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taylortown, Louisiana
Target entity description: Taylortown, Louisiana is a small unincorporated community in northwestern Louisiana, situated within the Shreveport–Bossier City metropolitan area.
  • A. Terrytown, Louisiana
    Terrytown, Louisiana is a suburban community on the West Bank of the Mississippi River in Jefferson Parish, just outside New Orleans.
  • B. 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.
  • C. Cloutierville, Louisiana
    Cloutierville, Louisiana is a small historic community in Natchitoches Parish known for its 19th-century Creole plantation culture and association with writer Kate Chopin.
  • D. Downsville, Louisiana
    Downsville, Louisiana is a small rural village located in Union Parish in northern Louisiana, known for its quiet, close-knit community.
  • E. Epps, Louisiana
    Epps, Louisiana is a small village in northeastern Louisiana best known for its proximity to the ancient Poverty Point World Heritage archaeological site.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156601c988190b9bd0cd75897651b completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a1f8d648190b9c6280b875a17e4 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008ccaba388190afb9f17e20716d2e completed May 10, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_6a008d3c6fe081908c70e884eafb576f completed May 10, 2026, 1:50 p.m.
Created at: April 10, 2026, 4:52 a.m.