Triple

T37586903
Position Surface form Disambiguated ID Type / Status
Subject M-31 E935141 entity
Predicate formerRouteNumberReusedAs P22310 FINISHED
Object US Highway 31 in Michigan
US Highway 31 in Michigan is a major north–south U.S. Highway that runs along the western side of the Lower Peninsula, connecting Indiana to the Mackinac Bridge and serving key lakeshore communities.
 E2234492 NE FINISHED

How this triple was built (3 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: US Highway 31 in Michigan | Statement: [M-31, formerRouteNumberReusedAs, US Highway 31 in Michigan]
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: US Highway 31 in Michigan
Triple: [M-31, formerRouteNumberReusedAs, US Highway 31 in Michigan]
Generated description
US Highway 31 in Michigan is a major north–south U.S. Highway that runs along the western side of the Lower Peninsula, connecting Indiana to the Mackinac Bridge and serving key lakeshore communities.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: formerRouteNumberReusedAs
Context triple: [M-31, formerRouteNumberReusedAs, US Highway 31 in Michigan]
  • A. formerRouteNumber chosen
    Indicates that an entity previously had a specific route number before being renumbered, discontinued, or otherwise changed.
  • B. formerRouteType
    Indicates that an entity previously had a specific route classification or type, which is no longer its current status.
  • C. usesFormerRouteOf
    Indicates that one route, service, or pathway currently follows all or part of the alignment or path that was previously used by another route.
  • D. stateRouteNumberOverlap
    Indicates that two or more state-designated routes share the same physical roadway segment for part of their length.
  • E. formerMainRouteBetween
    Indicates that a route once served as the primary connection between two locations but no longer holds that status.
  • F. None of above.

Provenance (6 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_69f76ece61dc8190a0ab33f8d87d0a7e completed May 3, 2026, 3:50 p.m.
NER Named-entity recognition batch_6a00d9717a9881908194163d719f14d6 completed May 10, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a40a7f9dbb08190886fc7fd15851d41 completed June 28, 2026, 4:50 a.m.
NEDg Description generation batch_6a40a92a33a481908411fc3f7ffec5bc completed June 28, 2026, 4:55 a.m.
NED2 Entity disambiguation (via description) batch_6a40a9b39bc88190bfa865be4f420cd3 completed June 28, 2026, 4:57 a.m.
PD Predicate disambiguation batch_6a00d91db2ec81909ebacfc9f0d11dd8 completed May 10, 2026, 7:14 p.m.
Created at: May 3, 2026, 4:17 p.m.