Triple

T1875393
Position Surface form Disambiguated ID Type / Status
Subject Ouachita Parish, Louisiana E39131 entity
Predicate isPartOf P10 FINISHED
Object Monroe, Louisiana metropolitan area
The Monroe, Louisiana metropolitan area is a regional urban hub in northeastern Louisiana centered on the city of Monroe and its surrounding parishes, serving as a focal point for commerce, education, and culture in the region.
E6258 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: Monroe, Louisiana metropolitan area | Statement: [Ouachita Parish, Louisiana, isPartOf, Monroe, Louisiana metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monroe, Louisiana metropolitan area
Context triple: [Ouachita Parish, Louisiana, isPartOf, Monroe, Louisiana metropolitan area]
  • A. West Monroe, Louisiana
    West Monroe, Louisiana is a small city in northeastern Louisiana, located across the Ouachita River from Monroe and known for its shared regional economy and community with its larger twin city.
  • B. Baton Rouge, Louisiana
    Baton Rouge, Louisiana is the capital city of Louisiana, known for its role as a political, industrial, and cultural center along the Mississippi River.
  • C. Monroe, Louisiana, United States
    Monroe, Louisiana, United States, is a city in northeastern Louisiana known as a regional hub for commerce, education, and culture along the Ouachita River.
  • D. Lafayette, Louisiana
    Lafayette, Louisiana is a mid-sized city in south-central Louisiana known as the heart of Cajun and Creole culture, with a vibrant music, food, and festival scene.
  • E. Slidell, Louisiana
    Slidell, Louisiana is a city in St. Tammany Parish near the eastern shore of Lake Pontchartrain, serving as a key suburban and transportation hub within the New Orleans metropolitan area.
  • 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: Monroe, Louisiana metropolitan area
Triple: [Ouachita Parish, Louisiana, isPartOf, Monroe, Louisiana metropolitan area]
Generated description
The Monroe, Louisiana metropolitan area is a regional urban hub in northeastern Louisiana centered on the city of Monroe and its surrounding parishes, serving as a focal point for commerce, education, and culture in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monroe, Louisiana metropolitan area
Target entity description: The Monroe, Louisiana metropolitan area is a regional urban hub in northeastern Louisiana centered on the city of Monroe and its surrounding parishes, serving as a focal point for commerce, education, and culture in the region.
  • A. West Monroe, Louisiana
    West Monroe, Louisiana is a small city in northeastern Louisiana, located across the Ouachita River from Monroe and known for its shared regional economy and community with its larger twin city.
  • B. Baton Rouge, Louisiana
    Baton Rouge, Louisiana is the capital city of Louisiana, known for its role as a political, industrial, and cultural center along the Mississippi River.
  • C. Monroe, Louisiana, United States chosen
    Monroe, Louisiana, United States, is a city in northeastern Louisiana known as a regional hub for commerce, education, and culture along the Ouachita River.
  • D. Lafayette, Louisiana
    Lafayette, Louisiana is a mid-sized city in south-central Louisiana known as the heart of Cajun and Creole culture, with a vibrant music, food, and festival scene.
  • E. Slidell, Louisiana
    Slidell, Louisiana is a city in St. Tammany Parish near the eastern shore of Lake Pontchartrain, serving as a key suburban and transportation hub within the New Orleans metropolitan area.
  • F. None of above.

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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0d902ac8190a2d9bb6f683986e4 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6ae4225081909ea0e59a5885cfc3 completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:34 p.m.