Triple

T5178050
Position Surface form Disambiguated ID Type / Status
Subject Electro-Motive Division E116848 entity
Predicate headquartersLocation P62 FINISHED
Object McCook, Illinois
McCook, Illinois is a small industrial suburb of Chicago known for its heavy manufacturing presence and rail-related industries.
E500037 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: McCook, Illinois | Statement: [Electro-Motive Division, headquartersLocation, McCook, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: McCook, Illinois
Context triple: [Electro-Motive Division, headquartersLocation, McCook, Illinois]
  • A. Frankfort, Illinois
    Frankfort, Illinois is a suburban village in the Chicago metropolitan area known for its historic downtown and family-oriented community.
  • B. Morris, Illinois
    Morris, Illinois is a small city in northeastern Illinois that serves as the administrative and commercial hub of Grundy County.
  • C. Somonauk, Illinois
    Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
  • D. Winfield, Illinois
    Winfield, Illinois is a suburban village in the Chicago metropolitan area known for its residential character and proximity to major medical and forest preserve facilities.
  • E. Fairmont, Illinois
    Fairmont, Illinois is a small unincorporated community and census-designated place located in Will County in the northeastern part of the state.
  • 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: McCook, Illinois
Triple: [Electro-Motive Division, headquartersLocation, McCook, Illinois]
Generated description
McCook, Illinois is a small industrial suburb of Chicago known for its heavy manufacturing presence and rail-related industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: McCook, Illinois
Target entity description: McCook, Illinois is a small industrial suburb of Chicago known for its heavy manufacturing presence and rail-related industries.
  • A. Frankfort, Illinois
    Frankfort, Illinois is a suburban village in the Chicago metropolitan area known for its historic downtown and family-oriented community.
  • B. Morris, Illinois
    Morris, Illinois is a small city in northeastern Illinois that serves as the administrative and commercial hub of Grundy County.
  • C. Somonauk, Illinois
    Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
  • D. Winfield, Illinois
    Winfield, Illinois is a suburban village in the Chicago metropolitan area known for its residential character and proximity to major medical and forest preserve facilities.
  • E. Fairmont, Illinois
    Fairmont, Illinois is a small unincorporated community and census-designated place located in Will County in the northeastern part of the state.
  • 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_69bd446140f08190becb93c61158f27f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7976339481909ece900de22064f2 completed March 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed95185ac819085fb42a69e014ec5 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69bedb0e6d248190b099c2b282efde19 completed March 21, 2026, 5:53 p.m.
NED2 Entity disambiguation (via description) batch_69bedb7c82d081908141c775cbed881e completed March 21, 2026, 5:55 p.m.
Created at: March 20, 2026, 1:45 p.m.