Triple

T19864740
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 60 (Missouri) E477360 entity
Predicate passesThrough P225 FINISHED
Object Willow Springs, Missouri
Willow Springs, Missouri is a small city in Howell County known as a regional crossroads community in the Ozarks of southern Missouri.
E1399093 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: Willow Springs, Missouri | Statement: [U.S. Route 60 (Missouri), passesThrough, Willow Springs, Missouri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willow Springs, Missouri
Context triple: [U.S. Route 60 (Missouri), passesThrough, Willow Springs, Missouri]
  • A. Elmwood Springs, Missouri
    Elmwood Springs, Missouri is a fictional small Midwestern town created by author Fannie Flagg and featured in several of her interconnected novels.
  • B. Cedar Springs, Missouri
    Cedar Springs, Missouri is a small unincorporated community located in Vernon County in the western part of the state.
  • C. Spruce, Missouri
    Spruce, Missouri is a small unincorporated rural community located in Henry County in the U.S. state of Missouri.
  • D. Oakview, Missouri
    Oakview, Missouri is a small suburban village in Clay County that forms part of the Kansas City metropolitan area.
  • E. Jerico Springs, Missouri
    Jerico Springs, Missouri is a small village located in Cedar County in the southwestern part of the state.
  • 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: Willow Springs, Missouri
Triple: [U.S. Route 60 (Missouri), passesThrough, Willow Springs, Missouri]
Generated description
Willow Springs, Missouri is a small city in Howell County known as a regional crossroads community in the Ozarks of southern Missouri.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willow Springs, Missouri
Target entity description: Willow Springs, Missouri is a small city in Howell County known as a regional crossroads community in the Ozarks of southern Missouri.
  • A. Elmwood Springs, Missouri
    Elmwood Springs, Missouri is a fictional small Midwestern town created by author Fannie Flagg and featured in several of her interconnected novels.
  • B. Cedar Springs, Missouri
    Cedar Springs, Missouri is a small unincorporated community located in Vernon County in the western part of the state.
  • C. Spruce, Missouri
    Spruce, Missouri is a small unincorporated rural community located in Henry County in the U.S. state of Missouri.
  • D. Oakview, Missouri
    Oakview, Missouri is a small suburban village in Clay County that forms part of the Kansas City metropolitan area.
  • E. Jerico Springs, Missouri
    Jerico Springs, Missouri is a small village located in Cedar County in the southwestern part of the state.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6589d55a88190af7d4e12c4b07739 completed April 20, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d44b9c948190a5d42d7e39fa60aa completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d7a80f588190a61ff318a4800e10 completed May 16, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_6a07d89ae8308190a8bc35e303976fea completed May 16, 2026, 2:38 a.m.
Created at: April 10, 2026, 1:51 p.m.