Triple

T7955246
Position Surface form Disambiguated ID Type / Status
Subject Illinois Route 1 E184714 entity
Predicate serves P98 FINISHED
Object Marshall, Illinois
Marshall, Illinois is a small city in Clark County known for its historic downtown, proximity to the Indiana border, and role as a local commercial and transportation hub.
E705975 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: Marshall, Illinois | Statement: [Illinois Route 1, serves, Marshall, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall, Illinois
Context triple: [Illinois Route 1, serves, Marshall, Illinois]
  • A. Marion, Illinois
    Marion, Illinois is a small city in southern Illinois known as a regional hub for commerce, healthcare, and transportation in the area.
  • B. Morrison, Illinois
    Morrison, Illinois is a small city in Whiteside County that serves as the county seat and lies within northwestern Illinois.
  • C. Montgomery, Illinois
    Montgomery, Illinois is a suburban village in the Chicago metropolitan area spanning Kane and Kendall counties along the Fox River.
  • D. Morris, Illinois
    Morris, Illinois is a small city in northeastern Illinois that serves as the administrative and commercial hub of Grundy County.
  • E. Marseilles, Illinois
    Marseilles, Illinois is a small city along the Illinois River in LaSalle County known for its historic canal-era roots and proximity to Starved Rock State Park.
  • 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: Marshall, Illinois
Triple: [Illinois Route 1, serves, Marshall, Illinois]
Generated description
Marshall, Illinois is a small city in Clark County known for its historic downtown, proximity to the Indiana border, and role as a local commercial and transportation hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall, Illinois
Target entity description: Marshall, Illinois is a small city in Clark County known for its historic downtown, proximity to the Indiana border, and role as a local commercial and transportation hub.
  • A. Marion, Illinois
    Marion, Illinois is a small city in southern Illinois known as a regional hub for commerce, healthcare, and transportation in the area.
  • B. Morrison, Illinois
    Morrison, Illinois is a small city in Whiteside County that serves as the county seat and lies within northwestern Illinois.
  • C. Montgomery, Illinois
    Montgomery, Illinois is a suburban village in the Chicago metropolitan area spanning Kane and Kendall counties along the Fox River.
  • D. Morris, Illinois
    Morris, Illinois is a small city in northeastern Illinois that serves as the administrative and commercial hub of Grundy County.
  • E. Marseilles, Illinois
    Marseilles, Illinois is a small city along the Illinois River in LaSalle County known for its historic canal-era roots and proximity to Starved Rock State Park.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b60e9508190ad9974ad551bcbc6 completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc565efef48190915892c5d8af852c completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc5822581481908a143376bee599ec completed March 31, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69cc58f549388190ba6c8b41c0820cd6 completed March 31, 2026, 11:29 p.m.
Created at: March 30, 2026, 5:11 p.m.