Triple

T9173517
Position Surface form Disambiguated ID Type / Status
Subject Richland Parish, Louisiana E220137 entity
Predicate containsSettlement P847 FINISHED
Object Alto, Louisiana
Alto, Louisiana is a small unincorporated rural community located in northeastern Louisiana within Richland Parish.
 E819524 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: Alto, Louisiana | Statement: [Richland Parish, Louisiana, containsSettlement, Alto, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alto, Louisiana
Context triple: [Richland Parish, Louisiana, containsSettlement, Alto, Louisiana]
  • A. Larose, Louisiana
    Larose, 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 southern Louisiana bayou region.
  • B. 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.
  • C. Coushatta, Louisiana
    Coushatta, Louisiana is a small town in Red River Parish known historically as the site of the 1874 Coushatta Massacre during the Reconstruction era.
  • D. Tallulah, Louisiana
    Tallulah, Louisiana is a small city in Madison Parish known as an agricultural hub in northeastern Louisiana and the first U.S. city to have an indoor shopping mall.
  • E. 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.
  • 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: Alto, Louisiana
Triple: [Richland Parish, Louisiana, containsSettlement, Alto, Louisiana]
Generated description
Alto, Louisiana is a small unincorporated rural community located in northeastern Louisiana within Richland Parish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alto, Louisiana
Target entity description: Alto, Louisiana is a small unincorporated rural community located in northeastern Louisiana within Richland Parish.
  • A. Larose, Louisiana
    Larose, 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 southern Louisiana bayou region.
  • B. 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.
  • C. Coushatta, Louisiana
    Coushatta, Louisiana is a small town in Red River Parish known historically as the site of the 1874 Coushatta Massacre during the Reconstruction era.
  • D. Tallulah, Louisiana
    Tallulah, Louisiana is a small city in Madison Parish known as an agricultural hub in northeastern Louisiana and the first U.S. city to have an indoor shopping mall.
  • E. 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.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccbfa128d48190b54b8f95d77d81cc completed April 1, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1bca05c608190935af17d94c567d6 completed April 5, 2026, 1:36 a.m.
NEDg Description generation batch_69d1bd5820408190a4f5f7ef8b0e14aa completed April 5, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69d1bdc0135881909b69814e6cf3741b completed April 5, 2026, 1:41 a.m.
Created at: March 30, 2026, 7:22 p.m.