Triple

T14626821
Position Surface form Disambiguated ID Type / Status
Subject Lee County, Illinois E343370 entity
Predicate contains P35 FINISHED
Object Amboy, Illinois
Amboy, Illinois is a small city in northern Illinois known for its railroad heritage and annual Amboy Depot Days festival.
E1110919 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: Amboy, Illinois | Statement: [Lee County, Illinois, contains, Amboy, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amboy, Illinois
Context triple: [Lee County, Illinois, contains, Amboy, Illinois]
  • A. Shabbona, Illinois
    Shabbona, Illinois is a small rural village in DeKalb County known for its agricultural surroundings and proximity to Shabbona Lake State Park.
  • B. Baylis, Illinois
    Baylis, Illinois is a small rural village located in western Illinois within Pike 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. 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. Thayer, Illinois
    Thayer, Illinois is a small village located in central Illinois within the Springfield metropolitan area.
  • 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: Amboy, Illinois
Triple: [Lee County, Illinois, contains, Amboy, Illinois]
Generated description
Amboy, Illinois is a small city in northern Illinois known for its railroad heritage and annual Amboy Depot Days festival.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amboy, Illinois
Target entity description: Amboy, Illinois is a small city in northern Illinois known for its railroad heritage and annual Amboy Depot Days festival.
  • A. Shabbona, Illinois
    Shabbona, Illinois is a small rural village in DeKalb County known for its agricultural surroundings and proximity to Shabbona Lake State Park.
  • B. Baylis, Illinois
    Baylis, Illinois is a small rural village located in western Illinois within Pike 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. 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. Thayer, Illinois
    Thayer, Illinois is a small village located in central Illinois within the Springfield metropolitan area.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb46a4a9081908472b0a542028a7f completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92c25ac8190ba931c009e7ace19 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb7e5aa6481908d4933e3932c5d03 completed May 8, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69fdb841f3a88190867c635950a1492c completed May 8, 2026, 10:17 a.m.
Created at: April 10, 2026, 1:26 a.m.