Triple

T2251466
Position Surface form Disambiguated ID Type / Status
Subject Sangamon County, Illinois E49625 entity
Predicate contains P35 FINISHED
Object Chatham, Illinois
Chatham, Illinois is a suburban village near Springfield known for its family-friendly neighborhoods, good schools, and role as a residential community in central Illinois.
E449219 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: Chatham, Illinois | Statement: [Sangamon County, Illinois, contains, Chatham, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chatham, Illinois
Context triple: [Sangamon County, Illinois, contains, Chatham, Illinois]
  • A. Wilmington, Illinois
    Wilmington, Illinois is a small city in Will County known for its historic downtown along the Kankakee River and its proximity to the Illinois Route 66 scenic corridor.
  • B. Channahon, Illinois
    Channahon, Illinois is a suburban village in northeastern Illinois known for its location along the Des Plaines and DuPage Rivers and its access to regional parks and trails.
  • C. Monmouth, Illinois
    Monmouth, Illinois is a small city in western Illinois known as the home of Monmouth College and for its agricultural and manufacturing-based local economy.
  • D. Burnham, Illinois
    Burnham, Illinois is a small village in Cook County near Chicago, known for its industrial landscape and proximity to the Calumet River and Lake Calumet.
  • E. Wadsworth, Illinois
    Wadsworth, Illinois is a small rural village in northeastern Illinois known for its open spaces, equestrian properties, and proximity to the Wisconsin border.
  • 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: Chatham, Illinois
Triple: [Sangamon County, Illinois, contains, Chatham, Illinois]
Generated description
Chatham, Illinois is a suburban village near Springfield known for its family-friendly neighborhoods, good schools, and role as a residential community in central Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chatham, Illinois
Target entity description: Chatham, Illinois is a suburban village near Springfield known for its family-friendly neighborhoods, good schools, and role as a residential community in central Illinois.
  • A. Wilmington, Illinois
    Wilmington, Illinois is a small city in Will County known for its historic downtown along the Kankakee River and its proximity to the Illinois Route 66 scenic corridor.
  • B. Channahon, Illinois
    Channahon, Illinois is a suburban village in northeastern Illinois known for its location along the Des Plaines and DuPage Rivers and its access to regional parks and trails.
  • C. Monmouth, Illinois
    Monmouth, Illinois is a small city in western Illinois known as the home of Monmouth College and for its agricultural and manufacturing-based local economy.
  • D. Burnham, Illinois
    Burnham, Illinois is a small village in Cook County near Chicago, known for its industrial landscape and proximity to the Calumet River and Lake Calumet.
  • E. Wadsworth, Illinois
    Wadsworth, Illinois is a small rural village in northeastern Illinois known for its open spaces, equestrian properties, and proximity to the Wisconsin border.
  • 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc11d04688190abc04fac3a1804a9 completed March 7, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69bda3e679a881908f91a36675037d1a completed March 20, 2026, 7:45 p.m.
NEDg Description generation batch_69bda46fa0f08190b02b98fd51d65166 completed March 20, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69bda556d4188190a00d6e6259139c10 completed March 20, 2026, 7:51 p.m.
Created at: March 4, 2026, 7:47 p.m.