Triple

T5226955

Position	Surface form	Disambiguated ID	Type / Status
Subject	Peru, Indiana	`E118013`	entity
Predicate	partOfMetropolitanArea	`P294`	FINISHED
Object	Kokomo–Peru combined statistical area The Kokomo–Peru combined statistical area is a U.S. Census Bureau-defined region in north-central Indiana that groups together the Kokomo and Peru metropolitan and micropolitan areas for statistical and economic analysis.	`E502638`	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: Kokomo–Peru combined statistical area | Statement: [Peru, Indiana, partOfMetropolitanArea, Kokomo–Peru combined statistical area]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Kokomo–Peru combined statistical area
Context triple: [Peru, Indiana, partOfMetropolitanArea, Kokomo–Peru combined statistical area]

A. Columbus micropolitan area
The Columbus micropolitan area is a small urban region in northeastern Mississippi centered on the city of Columbus and its surrounding communities, recognized for its local economy, educational institutions, and regional services.
B. Quincy micropolitan area
The Quincy micropolitan area is a small urban region centered on Quincy, Illinois, that serves as a local hub for commerce, services, and culture for the surrounding rural communities.
C. El Dorado micropolitan area
The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
D. Kokomo
"Kokomo" is a 1988 tropical-themed pop song by the Beach Boys that became one of their late-career hits and is widely associated with the film *Cocktail*.
E. Hannibal Micropolitan Area
The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
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: Kokomo–Peru combined statistical area
Triple: [Peru, Indiana, partOfMetropolitanArea, Kokomo–Peru combined statistical area]

Generated description

The Kokomo–Peru combined statistical area is a U.S. Census Bureau-defined region in north-central Indiana that groups together the Kokomo and Peru metropolitan and micropolitan areas for statistical and economic analysis.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Kokomo–Peru combined statistical area
Target entity description: The Kokomo–Peru combined statistical area is a U.S. Census Bureau-defined region in north-central Indiana that groups together the Kokomo and Peru metropolitan and micropolitan areas for statistical and economic analysis.

A. Columbus micropolitan area
The Columbus micropolitan area is a small urban region in northeastern Mississippi centered on the city of Columbus and its surrounding communities, recognized for its local economy, educational institutions, and regional services.
B. Quincy micropolitan area
The Quincy micropolitan area is a small urban region centered on Quincy, Illinois, that serves as a local hub for commerce, services, and culture for the surrounding rural communities.
C. El Dorado micropolitan area
The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
D. Kokomo
"Kokomo" is a 1988 tropical-themed pop song by the Beach Boys that became one of their late-career hits and is widely associated with the film *Cocktail*.
E. Hannibal Micropolitan Area
The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
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_69bd4466fb8c819083b806a79414d7e4`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd7addbdb88190baf9f47fc4cbb7fc`	completed	March 20, 2026, 4:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69beeffea8f481909c86c932781c4e2a`	completed	March 21, 2026, 7:22 p.m.
NEDg	Description generation	`batch_69bef097f5e48190b8a28995f345c764`	completed	March 21, 2026, 7:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69bef0f0ceb081908600d75b6e52f45a`	completed	March 21, 2026, 7:26 p.m.

Created at: March 20, 2026, 1:48 p.m.