Triple

T57912
Position Surface form Disambiguated ID Type / Status
Subject Cook County, Illinois E1146 entity
Predicate contains P35 FINISHED
Object Niles, Illinois
Niles, Illinois is a suburban village northwest of Chicago known for its residential character and landmarks like its Leaning Tower replica.
E29710 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: Niles, Illinois | Statement: [Cook County, Illinois, contains, Niles, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niles, Illinois
Context triple: [Cook County, Illinois, contains, Niles, Illinois]
  • A. Des Plaines, Illinois
    Des Plaines, Illinois is a suburban city northwest of Chicago known for its proximity to O'Hare International Airport and its location along the Des Plaines River.
  • B. Springfield, Illinois
    Springfield, Illinois is the capital city of the U.S. state of Illinois, best known as the longtime home and final resting place of Abraham Lincoln.
  • C. Glenview, Illinois
    Glenview, Illinois is a suburban village northwest of downtown Chicago known for its residential neighborhoods, parks, and proximity to major transportation and employment centers.
  • D. Skokie, Illinois
    Skokie, Illinois is a suburban village just north of Chicago known for its diverse population, significant Jewish community, and historic role in a landmark U.S. Supreme Court free speech case.
  • E. Tinley Park, Illinois
    Tinley Park, Illinois is a suburban village southwest of Chicago known for its residential communities, shopping centers, and the large outdoor concert venue Credit Union 1 Amphitheatre.
  • 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: Niles, Illinois
Triple: [Cook County, Illinois, contains, Niles, Illinois]
Generated description
Niles, Illinois is a suburban village northwest of Chicago known for its residential character and landmarks like its Leaning Tower replica.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niles, Illinois
Target entity description: Niles, Illinois is a suburban village northwest of Chicago known for its residential character and landmarks like its Leaning Tower replica.
  • A. Des Plaines, Illinois
    Des Plaines, Illinois is a suburban city northwest of Chicago known for its proximity to O'Hare International Airport and its location along the Des Plaines River.
  • B. Springfield, Illinois
    Springfield, Illinois is the capital city of the U.S. state of Illinois, best known as the longtime home and final resting place of Abraham Lincoln.
  • C. Glenview, Illinois
    Glenview, Illinois is a suburban village northwest of downtown Chicago known for its residential neighborhoods, parks, and proximity to major transportation and employment centers.
  • D. Skokie, Illinois
    Skokie, Illinois is a suburban village just north of Chicago known for its diverse population, significant Jewish community, and historic role in a landmark U.S. Supreme Court free speech case.
  • E. Tinley Park, Illinois
    Tinley Park, Illinois is a suburban village southwest of Chicago known for its residential communities, shopping centers, and the large outdoor concert venue Credit Union 1 Amphitheatre.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24b1bf2c081908f20e13939b713ff completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35e9e2b8c8190913c083e841c98d8 completed Feb. 28, 2026, 9:31 p.m.
NEDg Description generation batch_69a360e00a0c819095a33966a78b7924 completed Feb. 28, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69a3618124d08190af657b1b2a025d77 completed Feb. 28, 2026, 9:43 p.m.
Created at: Feb. 28, 2026, 1:50 a.m.