Triple

T14950642
Position Surface form Disambiguated ID Type / Status
Subject Appleton International Airport E372782 entity
Predicate isPrimaryAirportFor P16381 FINISHED
Object Appleton metropolitan area
The Appleton metropolitan area is an urban region in northeastern Wisconsin centered on the city of Appleton, known for its manufacturing base, educational institutions, and role as a regional economic hub.
 E90912 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: Appleton metropolitan area | Statement: [Appleton International Airport, isPrimaryAirportFor, Appleton metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Appleton metropolitan area
Context triple: [Appleton International Airport, isPrimaryAirportFor, Appleton metropolitan area]
  • A. Milwaukie metropolitan area
    The Milwaukie metropolitan area is the urban and suburban region centered on Milwaukie, Oregon, encompassing the surrounding communities that form its local economic and cultural hub.
  • B. Freeport micropolitan area
    The Freeport micropolitan area is a small urban region in northwestern Illinois centered on the city of Freeport and its surrounding communities.
  • C. 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.
  • D. Appleton
    Appleton is a mid-sized city in eastern Wisconsin known for its paper industry heritage, proximity to the Fox River, and role as a regional economic and cultural center.
  • E. Appleton
    Appleton is an English-origin surname borne by various notable individuals across fields such as literature, politics, and science.
  • 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: Appleton metropolitan area
Triple: [Appleton International Airport, isPrimaryAirportFor, Appleton metropolitan area]
Generated description
The Appleton metropolitan area is an urban region in northeastern Wisconsin centered on the city of Appleton, known for its manufacturing base, educational institutions, and role as a regional economic hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Appleton metropolitan area
Target entity description: The Appleton metropolitan area is an urban region in northeastern Wisconsin centered on the city of Appleton, known for its manufacturing base, educational institutions, and role as a regional economic hub.
  • A. Milwaukie metropolitan area
    The Milwaukie metropolitan area is the urban and suburban region centered on Milwaukie, Oregon, encompassing the surrounding communities that form its local economic and cultural hub.
  • B. Freeport micropolitan area
    The Freeport micropolitan area is a small urban region in northwestern Illinois centered on the city of Freeport and its surrounding communities.
  • C. 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.
  • D. Appleton chosen
    Appleton is a mid-sized city in eastern Wisconsin known for its paper industry heritage, proximity to the Fox River, and role as a regional economic and cultural center.
  • E. Appleton
    Appleton is an English-origin surname borne by various notable individuals across fields such as literature, politics, and science.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded68fae3c81909873b113bfcaca05 completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69fedd2046348190bcf8660bf3825b8f completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedfc6446481909a84c1f89663ced8 completed May 9, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69fee00f3b248190b338f1bb5160a9b2 completed May 9, 2026, 7:19 a.m.
Created at: April 10, 2026, 2:39 a.m.