Triple

T1811023
Position Surface form Disambiguated ID Type / Status
Subject West Monroe, Louisiana E40330 entity
Predicate isPartOfEconomicRegion P1027 FINISHED
Object Monroe–West Monroe area
The Monroe–West Monroe area is a regional economic and population center in northeastern Louisiana anchored by the twin cities of Monroe and West Monroe.
 E40330 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–West Monroe area | Statement: [West Monroe, Louisiana, isPartOfEconomicRegion, Monroe–West Monroe area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Monroe–West Monroe area
Context triple: [West Monroe, Louisiana, isPartOfEconomicRegion, Monroe–West Monroe 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. Bossier City
    Bossier City is a mid-sized city in northwestern Louisiana, located across the Red River from Shreveport and known as part of a regional economic and casino-gaming hub.
  • C. Orleans Parish
    Orleans Parish is the consolidated city-parish that encompasses New Orleans, Louisiana, serving as both its primary local government jurisdiction and geographic county-equivalent.
  • D. 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.
  • 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–West Monroe area
Triple: [West Monroe, Louisiana, isPartOfEconomicRegion, Monroe–West Monroe area]
Generated description
The Monroe–West Monroe area is a regional economic and population center in northeastern Louisiana anchored by the twin cities of Monroe and West Monroe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Monroe–West Monroe area
Target entity description: The Monroe–West Monroe area is a regional economic and population center in northeastern Louisiana anchored by the twin cities of Monroe and West Monroe.
  • A. West Monroe, Louisiana chosen
    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. Bossier City
    Bossier City is a mid-sized city in northwestern Louisiana, located across the Red River from Shreveport and known as part of a regional economic and casino-gaming hub.
  • C. Orleans Parish
    Orleans Parish is the consolidated city-parish that encompasses New Orleans, Louisiana, serving as both its primary local government jurisdiction and geographic county-equivalent.
  • D. 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.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0003d308190a024f8c03c5f5dad completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf5b1dbc8190a57430bf129173e4 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc0a3fdd88190b0ffa98db1b5cf80 completed March 8, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69adc1304a808190a999e71dfa39162a completed March 8, 2026, 6:34 p.m.
Created at: March 4, 2026, 7:32 p.m.