Triple

T402602
Position Surface form Disambiguated ID Type / Status
Subject Cedar Falls, Iowa E9316 entity
Predicate hasIndustrialPark P13026 FINISHED
Object Cedar Falls Industrial and Technology Park
Cedar Falls Industrial and Technology Park is a designated business and technology hub in Cedar Falls, Iowa, that hosts a range of industrial, manufacturing, and tech-oriented companies.
E51393 NE FINISHED

How this triple was built (5 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: Cedar Falls Industrial and Technology Park | Statement: [Cedar Falls, Iowa, hasIndustrialPark, Cedar Falls Industrial and Technology Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cedar Falls Industrial and Technology Park
Context triple: [Cedar Falls, Iowa, hasIndustrialPark, Cedar Falls Industrial and Technology Park]
  • A. Downtown Cedar Falls Historic District
    Downtown Cedar Falls Historic District is a preserved central business area in Cedar Falls, Iowa, known for its historic architecture, cultural attractions, and locally owned shops and restaurants.
  • B. Cedar Falls, Iowa
    Cedar Falls, Iowa is a city in northeastern Iowa known for being home to the University of Northern Iowa and a regional center for education and culture.
  • C. Fellsmere Park
    Fellsmere Park is a historic public park in Malden, Massachusetts, known for its scenic pond, walking paths, and recreational green space.
  • D. Cedar Grove
    Cedar Grove is a scenic glacially carved valley in California’s Sierra Nevada, known for its towering granite cliffs, lush forests, and access to hiking and river recreation within Kings Canyon National Park.
  • E. South Meadows
    South Meadows is a neighborhood in Hartford, Connecticut, known for its mix of industrial areas, commercial development, and riverfront land along the Connecticut River.
  • 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: Cedar Falls Industrial and Technology Park
Triple: [Cedar Falls, Iowa, hasIndustrialPark, Cedar Falls Industrial and Technology Park]
Generated description
Cedar Falls Industrial and Technology Park is a designated business and technology hub in Cedar Falls, Iowa, that hosts a range of industrial, manufacturing, and tech-oriented companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cedar Falls Industrial and Technology Park
Target entity description: Cedar Falls Industrial and Technology Park is a designated business and technology hub in Cedar Falls, Iowa, that hosts a range of industrial, manufacturing, and tech-oriented companies.
  • A. Downtown Cedar Falls Historic District
    Downtown Cedar Falls Historic District is a preserved central business area in Cedar Falls, Iowa, known for its historic architecture, cultural attractions, and locally owned shops and restaurants.
  • B. Cedar Falls, Iowa
    Cedar Falls, Iowa is a city in northeastern Iowa known for being home to the University of Northern Iowa and a regional center for education and culture.
  • C. Fellsmere Park
    Fellsmere Park is a historic public park in Malden, Massachusetts, known for its scenic pond, walking paths, and recreational green space.
  • D. Cedar Grove
    Cedar Grove is a scenic glacially carved valley in California’s Sierra Nevada, known for its towering granite cliffs, lush forests, and access to hiking and river recreation within Kings Canyon National Park.
  • E. South Meadows
    South Meadows is a neighborhood in Hartford, Connecticut, known for its mix of industrial areas, commercial development, and riverfront land along the Connecticut River.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasIndustrialPark
Context triple: [Cedar Falls, Iowa, hasIndustrialPark, Cedar Falls Industrial and Technology Park]
  • A. isIndustrialCenter
    Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
  • B. hasIndustrialHeritage
    Indicates that an entity possesses or is associated with historically significant industrial sites, structures, or practices.
  • C. hasParkDistrict
    Indicates that an entity is associated with, located within, or administered by a specific park district.
  • D. hasBusinessDistrict
    Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
  • E. hasTown
    Indicates that one entity possesses, contains, or is associated with a town as part of its structure, jurisdiction, or composition.
  • F. None of above. chosen

Provenance (7 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eca0e2048190a7bf360257965e56 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a413f43f1481908b095300fd6630c9 completed March 1, 2026, 10:24 a.m.
NEDg Description generation batch_69a414c6635c819090c5c1aedc353d65 completed March 1, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_69a415ba975881908034177cf892ca3e completed March 1, 2026, 10:32 a.m.
PD Predicate disambiguation batch_69a2e96ee4ec8190a5c0e3f491d3963d completed Feb. 28, 2026, 1:11 p.m.
PDg Predicate description generation batch_69a2eb7c56bc8190ab787801af2eec8d completed Feb. 28, 2026, 1:19 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.