Triple

T20558255
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Missouri E504776 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 36 Business in Missouri
U.S. Route 36 Business in Missouri is a designated business loop of U.S. Route 36 that directs traffic through local city and town centers rather than bypassing them on the main highway.
E1439033 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: U.S. Route 36 Business in Missouri | Statement: [U.S. Highways in Missouri, hasRoute, U.S. Route 36 Business in Missouri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 36 Business in Missouri
Context triple: [U.S. Highways in Missouri, hasRoute, U.S. Route 36 Business in Missouri]
  • A. U.S. Route 136 in Missouri
    U.S. Route 136 in Missouri is an east–west U.S. Highway traversing the northern part of the state, connecting rural communities and linking to routes in neighboring states.
  • B. U.S. Route 24 Alternate in Missouri
    U.S. Route 24 Alternate in Missouri is a former auxiliary alignment of U.S. Route 24 that provided an alternate east–west route through part of the state’s highway network.
  • C. U.S. Route 36 in Chillicothe, Missouri
    U.S. Route 36 in Chillicothe, Missouri is a major east–west highway corridor in northern Missouri that serves as a key regional route for local and through traffic around the Chillicothe area.
  • D. U.S. Route 24 Truck in Missouri
    U.S. Route 24 Truck in Missouri is a designated truck bypass route that diverts heavy commercial traffic away from the main alignment of U.S. Route 24 to improve safety and traffic flow.
  • E. Missouri Route 360
    Missouri Route 360 is a short state highway in southwestern Missouri that serves as part of the freeway loop around Springfield, connecting major routes in Greene County.
  • 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: U.S. Route 36 Business in Missouri
Triple: [U.S. Highways in Missouri, hasRoute, U.S. Route 36 Business in Missouri]
Generated description
U.S. Route 36 Business in Missouri is a designated business loop of U.S. Route 36 that directs traffic through local city and town centers rather than bypassing them on the main highway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 36 Business in Missouri
Target entity description: U.S. Route 36 Business in Missouri is a designated business loop of U.S. Route 36 that directs traffic through local city and town centers rather than bypassing them on the main highway.
  • A. U.S. Route 136 in Missouri
    U.S. Route 136 in Missouri is an east–west U.S. Highway traversing the northern part of the state, connecting rural communities and linking to routes in neighboring states.
  • B. U.S. Route 24 Alternate in Missouri
    U.S. Route 24 Alternate in Missouri is a former auxiliary alignment of U.S. Route 24 that provided an alternate east–west route through part of the state’s highway network.
  • C. U.S. Route 36 in Chillicothe, Missouri
    U.S. Route 36 in Chillicothe, Missouri is a major east–west highway corridor in northern Missouri that serves as a key regional route for local and through traffic around the Chillicothe area.
  • D. U.S. Route 24 Truck in Missouri
    U.S. Route 24 Truck in Missouri is a designated truck bypass route that diverts heavy commercial traffic away from the main alignment of U.S. Route 24 to improve safety and traffic flow.
  • E. Missouri Route 360
    Missouri Route 360 is a short state highway in southwestern Missouri that serves as part of the freeway loop around Springfield, connecting major routes in Greene County.
  • 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_69e0b4b6587c8190aee63dc7cff244ea completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5df84088190848c7eb35564d8f9 completed April 20, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08acd907088190b1c261267381c3b8 completed May 16, 2026, 5:43 p.m.
NEDg Description generation batch_6a08ae5320d08190b8ce6fbe4909af18 completed May 16, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08aed4a9908190bf7bd5f0147ff6f2 completed May 16, 2026, 5:52 p.m.
Created at: April 16, 2026, 11:38 a.m.