Triple

T15912098
Position Surface form Disambiguated ID Type / Status
Subject Bossier Parish E385873 entity
Predicate contains P35 FINISHED
Object Plain Dealing, Louisiana
Plain Dealing, Louisiana is a small town in northwestern Louisiana known for its rural character and location within the Shreveport–Bossier City metropolitan area.
E1182576 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: Plain Dealing, Louisiana | Statement: [Bossier Parish, contains, Plain Dealing, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plain Dealing, Louisiana
Context triple: [Bossier Parish, contains, Plain Dealing, Louisiana]
  • A. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • B. 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.
  • C. 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.
  • D. Galliano, Louisiana
    Galliano, 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 coastal bayou region of the state.
  • E. Dubach, Louisiana
    Dubach, Louisiana is a small town in northern Louisiana known for its rural character and location within Lincoln Parish.
  • 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: Plain Dealing, Louisiana
Triple: [Bossier Parish, contains, Plain Dealing, Louisiana]
Generated description
Plain Dealing, Louisiana is a small town in northwestern Louisiana known for its rural character and location within the Shreveport–Bossier City metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plain Dealing, Louisiana
Target entity description: Plain Dealing, Louisiana is a small town in northwestern Louisiana known for its rural character and location within the Shreveport–Bossier City metropolitan area.
  • A. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • B. 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.
  • C. 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.
  • D. Galliano, Louisiana
    Galliano, 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 coastal bayou region of the state.
  • E. Dubach, Louisiana
    Dubach, Louisiana is a small town in northern Louisiana known for its rural character and location within Lincoln Parish.
  • 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_69ffb0592b5c8190a4597644864a6bcb completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb0ef7f3081908744a759bb3e4e8c completed May 9, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1dbd7d08190b84ae201e0866139 completed May 9, 2026, 10:14 p.m.
Created at: April 10, 2026, 4:52 a.m.