Triple

T16536553
Position Surface form Disambiguated ID Type / Status
Subject Tazewell County, Illinois E401706 entity
Predicate hasVillage P4011 FINISHED
Object Mackinaw, Illinois
Mackinaw, Illinois is a small Midwestern village located in central Illinois that serves as the county seat of Tazewell County.
E1222453 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: Mackinaw, Illinois | Statement: [Tazewell County, Illinois, hasVillage, Mackinaw, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mackinaw, Illinois
Context triple: [Tazewell County, Illinois, hasVillage, Mackinaw, Illinois]
  • A. Watseka, Illinois
    Watseka, Illinois is a small city in Iroquois County that serves as the county seat and a local agricultural and commercial center in eastern Illinois.
  • B. Mattoon, Illinois
    Mattoon, Illinois is a small city in east-central Illinois known historically as a regional railroad hub and for its agricultural and manufacturing economy.
  • C. Mokena, Illinois
    Mokena, Illinois is a suburban village southwest of Chicago known for its residential communities, good schools, and location within Will County’s growing metropolitan area.
  • D. Stickney, Illinois
    Stickney, Illinois is a small suburban village in Cook County near Chicago, known for its residential character and proximity to major industrial and transportation corridors.
  • E. Rockport, Illinois
    Rockport, Illinois is a small unincorporated community located within rural Pike County in western Illinois.
  • 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: Mackinaw, Illinois
Triple: [Tazewell County, Illinois, hasVillage, Mackinaw, Illinois]
Generated description
Mackinaw, Illinois is a small Midwestern village located in central Illinois that serves as the county seat of Tazewell County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mackinaw, Illinois
Target entity description: Mackinaw, Illinois is a small Midwestern village located in central Illinois that serves as the county seat of Tazewell County.
  • A. Watseka, Illinois
    Watseka, Illinois is a small city in Iroquois County that serves as the county seat and a local agricultural and commercial center in eastern Illinois.
  • B. Mattoon, Illinois
    Mattoon, Illinois is a small city in east-central Illinois known historically as a regional railroad hub and for its agricultural and manufacturing economy.
  • C. Mokena, Illinois
    Mokena, Illinois is a suburban village southwest of Chicago known for its residential communities, good schools, and location within Will County’s growing metropolitan area.
  • D. Stickney, Illinois
    Stickney, Illinois is a small suburban village in Cook County near Chicago, known for its residential character and proximity to major industrial and transportation corridors.
  • E. Rockport, Illinois
    Rockport, Illinois is a small unincorporated community located within rural Pike County in western Illinois.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34558ec448190a6dcc15d62d1889c completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00758d82748190acfb8bbc3047d5a5 completed May 10, 2026, 12:09 p.m.
NEDg Description generation batch_6a00762ce9a881908b41b610c3f14780 completed May 10, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_6a007728680c819082a3bd7e84edb2b0 completed May 10, 2026, 12:16 p.m.
Created at: April 10, 2026, 5:15 a.m.