Triple

T2206520
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 34 E50811 entity
Predicate connectsCity P4245 FINISHED
Object 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.
E447559 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: Monmouth, Illinois | Statement: [U.S. Route 34, connectsCity, Monmouth, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monmouth, Illinois
Context triple: [U.S. Route 34, connectsCity, Monmouth, Illinois]
  • A. Mendota, Illinois
    Mendota, Illinois is a small city in north-central Illinois known historically as a railroad junction and for its annual Sweet Corn Festival.
  • B. Somonauk, Illinois
    Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
  • C. Montgomery, Illinois
    Montgomery, Illinois is a suburban village in the Chicago metropolitan area spanning Kane and Kendall counties along the Fox River.
  • D. 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.
  • E. Midlothian, Illinois
    Midlothian, Illinois is a suburban village in Cook County, part of the Chicago metropolitan area, known for its residential neighborhoods and commuter access to the city.
  • 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: Monmouth, Illinois
Triple: [U.S. Route 34, connectsCity, Monmouth, Illinois]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monmouth, Illinois
Target entity description: 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.
  • A. Mendota, Illinois
    Mendota, Illinois is a small city in north-central Illinois known historically as a railroad junction and for its annual Sweet Corn Festival.
  • B. Somonauk, Illinois
    Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
  • C. Montgomery, Illinois
    Montgomery, Illinois is a suburban village in the Chicago metropolitan area spanning Kane and Kendall counties along the Fox River.
  • D. 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.
  • E. Midlothian, Illinois
    Midlothian, Illinois is a suburban village in Cook County, part of the Chicago metropolitan area, known for its residential neighborhoods and commuter access to the city.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfca300c81908b33debafa77d152 completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f6fe04c8190bffabb9225ef6c2a completed March 20, 2026, 4:01 p.m.
NEDg Description generation batch_69bd7275bf8081908558a5619fc78766 completed March 20, 2026, 4:14 p.m.
NED2 Entity disambiguation (via description) batch_69bd744b79548190a117105f47a4e51a completed March 20, 2026, 4:22 p.m.
Created at: March 4, 2026, 7:46 p.m.