Triple

T12221179

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kettleman City	`E291217`	entity
Predicate	locatedInMetropolitanArea	`P294`	FINISHED
Object	Hanford–Corcoran metropolitan area The Hanford–Corcoran metropolitan area is a small, agriculture-centered metropolitan region in California’s San Joaquin Valley anchored by the cities of Hanford and Corcoran.	`E969585`	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: Hanford–Corcoran metropolitan area | Statement: [Kettleman City, locatedInMetropolitanArea, Hanford–Corcoran metropolitan area]

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

Target entity: Hanford–Corcoran metropolitan area
Context triple: [Kettleman City, locatedInMetropolitanArea, Hanford–Corcoran metropolitan area]

A. Visalia-Porterville metropolitan area
The Visalia-Porterville metropolitan area is a region in California’s San Joaquin Valley centered around the cities of Visalia and Porterville, known for its agricultural economy and proximity to Sequoia National Park.
B. Fresno–Clovis metropolitan area
The Fresno–Clovis metropolitan area is a major urban region in California’s San Joaquin Valley centered on the cities of Fresno and Clovis, known for its agricultural economy and role as a regional hub for commerce, education, and transportation.
C. Sacramento metropolitan area
The Sacramento metropolitan area is a major urban region in Northern California centered on the state capital of Sacramento, encompassing surrounding suburban and rural counties.
D. San Luis Obispo–Paso Robles metropolitan area
The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
E. Madera metropolitan area
The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
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: Hanford–Corcoran metropolitan area
Triple: [Kettleman City, locatedInMetropolitanArea, Hanford–Corcoran metropolitan area]

Generated description

The Hanford–Corcoran metropolitan area is a small, agriculture-centered metropolitan region in California’s San Joaquin Valley anchored by the cities of Hanford and Corcoran.

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

Target entity: Hanford–Corcoran metropolitan area
Target entity description: The Hanford–Corcoran metropolitan area is a small, agriculture-centered metropolitan region in California’s San Joaquin Valley anchored by the cities of Hanford and Corcoran.

A. Visalia-Porterville metropolitan area
The Visalia-Porterville metropolitan area is a region in California’s San Joaquin Valley centered around the cities of Visalia and Porterville, known for its agricultural economy and proximity to Sequoia National Park.
B. Fresno–Clovis metropolitan area
The Fresno–Clovis metropolitan area is a major urban region in California’s San Joaquin Valley centered on the cities of Fresno and Clovis, known for its agricultural economy and role as a regional hub for commerce, education, and transportation.
C. Sacramento metropolitan area
The Sacramento metropolitan area is a major urban region in Northern California centered on the state capital of Sacramento, encompassing surrounding suburban and rural counties.
D. San Luis Obispo–Paso Robles metropolitan area
The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
E. Madera metropolitan area
The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
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_69d6ab668acc8190963ba424049d6aee`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d91c961d648190ad6ce5f7d228eee4`	completed	April 10, 2026, 3:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f60aa4f4388190a787dde12190c51a`	completed	May 2, 2026, 2:31 p.m.
NEDg	Description generation	`batch_69f60bdca250819090b4b4cc84d343f4`	completed	May 2, 2026, 2:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69f60cd51d34819099927fee476958ea`	completed	May 2, 2026, 2:40 p.m.

Created at: April 8, 2026, 9:51 p.m.