Triple

T6845800
Position Surface form Disambiguated ID Type / Status
Subject Grant Parish, Louisiana E157890 entity
Predicate hasSettlement P1068 FINISHED
Object Montgomery, Louisiana
Montgomery, Louisiana is a small rural village located in Grant Parish in the central part of the state.
E639859 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: Montgomery, Louisiana | Statement: [Grant Parish, Louisiana, hasSettlement, Montgomery, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montgomery, Louisiana
Context triple: [Grant Parish, Louisiana, hasSettlement, Montgomery, Louisiana]
  • A. Monroe, Louisiana
    Monroe, Louisiana is a city in northeastern Louisiana that serves as a regional hub for commerce, education, and culture along the Ouachita River.
  • B. 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.
  • 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. Georgetown, Louisiana
    Georgetown, Louisiana is a small rural village located in Grant Parish in the central part of the state.
  • 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: Montgomery, Louisiana
Triple: [Grant Parish, Louisiana, hasSettlement, Montgomery, Louisiana]
Generated description
Montgomery, Louisiana is a small rural village located in Grant Parish in the central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montgomery, Louisiana
Target entity description: Montgomery, Louisiana is a small rural village located in Grant Parish in the central part of the state.
  • A. Monroe, Louisiana
    Monroe, Louisiana is a city in northeastern Louisiana that serves as a regional hub for commerce, education, and culture along the Ouachita River.
  • B. 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.
  • 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. Georgetown, Louisiana
    Georgetown, Louisiana is a small rural village located in Grant Parish in the central part of the state.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7cbe4488190b41ddf953f12f55f completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79428801c8190817a95d94ff180b9 completed March 28, 2026, 8:41 a.m.
NEDg Description generation batch_69c7954253948190ab2bb3f7fc699fc3 completed March 28, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69c795b1be18819087a4a70fc567bd80 completed March 28, 2026, 8:47 a.m.
Created at: March 27, 2026, 2:20 p.m.