Triple

T8940072
Position Surface form Disambiguated ID Type / Status
Subject Union Parish, Louisiana E212876 entity
Predicate hasCommunity P2605 FINISHED
Object Marion, Louisiana
Marion, Louisiana is a small rural village located in Union Parish in the northern part of the state.
 E794022 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: Marion, Louisiana | Statement: [Union Parish, Louisiana, hasCommunity, Marion, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marion, Louisiana
Context triple: [Union Parish, Louisiana, hasCommunity, Marion, 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. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • C. Buras, Louisiana
    Buras, Louisiana is a small unincorporated community in Plaquemines Parish known for its location near the Mississippi River Delta and vulnerability to major hurricanes such as Katrina.
  • D. Luna, Louisiana
    Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
  • E. Violet, Louisiana
    Violet, Louisiana is a small unincorporated community in St. Bernard Parish, just southeast of New Orleans, known as part of the suburban stretch along the Mississippi River.
  • 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: Marion, Louisiana
Triple: [Union Parish, Louisiana, hasCommunity, Marion, Louisiana]
Generated description
Marion, Louisiana is a small rural village located in Union Parish in the northern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marion, Louisiana
Target entity description: Marion, Louisiana is a small rural village located in Union Parish in the northern part of the state.
  • 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. Richwood, Louisiana
    Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
  • C. Buras, Louisiana
    Buras, Louisiana is a small unincorporated community in Plaquemines Parish known for its location near the Mississippi River Delta and vulnerability to major hurricanes such as Katrina.
  • D. Luna, Louisiana
    Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
  • E. Violet, Louisiana
    Violet, Louisiana is a small unincorporated community in St. Bernard Parish, just southeast of New Orleans, known as part of the suburban stretch along the Mississippi River.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b8b37c8190bce6e049de8cf732 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0f35010e481909efa384a314b6a45 completed April 4, 2026, 11:17 a.m.
NEDg Description generation batch_69d0f46bd034819093e7157a3e1ac1fc completed April 4, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_69d0f5bf64548190b40e97b279db5105 completed April 4, 2026, 11:27 a.m.
Created at: March 30, 2026, 6:58 p.m.