Triple

T16420613
Position Surface form Disambiguated ID Type / Status
Subject Fox Cities E398807 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Appleton metropolitan area
The Appleton metropolitan area is an urban region in east-central Wisconsin centered on the city of Appleton and its surrounding communities, commonly known collectively as the Fox Cities.
 E1216980 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: [Fox Cities, partOfMetropolitanArea, Appleton metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Appleton metropolitan area
Context triple: [Fox Cities, partOfMetropolitanArea, 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: [Fox Cities, partOfMetropolitanArea, Appleton metropolitan area]
Generated description
The Appleton metropolitan area is an urban region in east-central Wisconsin centered on the city of Appleton and its surrounding communities, commonly known collectively as the Fox Cities.
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 east-central Wisconsin centered on the city of Appleton and its surrounding communities, commonly known collectively as the Fox Cities.
  • 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

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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328f735b08190aec8331f54817462 completed April 18, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00581245108190842cfd68ec640236 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0059126e588190b531c145f3c155b4 completed May 10, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0059b5a1f8819089caefc121246739 completed May 10, 2026, 10:11 a.m.
Created at: April 10, 2026, 5:09 a.m.