Triple

T12586176
Position Surface form Disambiguated ID Type / Status
Subject M-43 E300467 entity
Predicate passesThrough P225 FINISHED
Object Nashville, Michigan
Nashville, Michigan is a small village in Barry County known for its rural character and location along key regional roadways in south-central Michigan.
E1381694 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: Nashville, Michigan | Statement: [M-43, passesThrough, Nashville, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nashville, Michigan
Context triple: [M-43, passesThrough, Nashville, Michigan]
  • A. Frankfort, Michigan
    Frankfort, Michigan is a small Lake Michigan shoreline city known for its harbor, beaches, and role as a regional tourism and fishing hub in northwestern Michigan.
  • B. Atlanta, Michigan
    Atlanta, Michigan is a small unincorporated community in northern Michigan known for its outdoor recreation and role as the administrative center of Montmorency County.
  • C. Williamsburg, Michigan
    Williamsburg, Michigan is an unincorporated community in Grand Traverse County known for its rural character and proximity to the Traverse City area in northern Michigan.
  • D. Birmingham, Michigan
    Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
  • E. Hartford, Michigan
    Hartford, Michigan is a small city in southwestern Michigan known for its rural character, agricultural surroundings, and proximity to major regional transportation routes.
  • 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: Nashville, Michigan
Triple: [M-43, passesThrough, Nashville, Michigan]
Generated description
Nashville, Michigan is a small village in Barry County known for its rural character and location along key regional roadways in south-central Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nashville, Michigan
Target entity description: Nashville, Michigan is a small village in Barry County known for its rural character and location along key regional roadways in south-central Michigan.
  • A. Frankfort, Michigan
    Frankfort, Michigan is a small Lake Michigan shoreline city known for its harbor, beaches, and role as a regional tourism and fishing hub in northwestern Michigan.
  • B. Atlanta, Michigan
    Atlanta, Michigan is a small unincorporated community in northern Michigan known for its outdoor recreation and role as the administrative center of Montmorency County.
  • C. Williamsburg, Michigan
    Williamsburg, Michigan is an unincorporated community in Grand Traverse County known for its rural character and proximity to the Traverse City area in northern Michigan.
  • D. Birmingham, Michigan
    Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
  • E. Hartford, Michigan
    Hartford, Michigan is a small city in southwestern Michigan known for its rural character, agricultural surroundings, and proximity to major regional transportation routes.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954bbe72c8190aa11090bb6b480c9 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e5e9fb88190aab63e3d3318b63b completed May 15, 2026, 4:48 p.m.
NEDg Description generation batch_6a074f4f3c008190b6483a994b2309cd completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a075019f0b48190ae2469b1979e6cce completed May 15, 2026, 4:55 p.m.
Created at: April 9, 2026, 5:05 p.m.