Triple

T14733681
Position Surface form Disambiguated ID Type / Status
Subject Tuscola County, Michigan E346143 entity
Predicate hasTownship P22464 FINISHED
Object Tuscola Township, Michigan
Tuscola Township, Michigan is a rural civil township in Michigan known for its agricultural landscape and small-community character within Tuscola County.
E1138617 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: Tuscola Township, Michigan | Statement: [Tuscola County, Michigan, hasTownship, Tuscola Township, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuscola Township, Michigan
Context triple: [Tuscola County, Michigan, hasTownship, Tuscola Township, Michigan]
  • A. Newton Township, Michigan
    Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region of the state.
  • B. Tompkins Township, Michigan
    Tompkins Township, Michigan is a rural civil township located in Jackson County in the south-central part of the U.S. state of Michigan.
  • C. Macomb Township, Michigan
    Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
  • D. Lansing Township, Michigan
    Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
  • E. Osceola Township, Michigan
    Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
  • 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: Tuscola Township, Michigan
Triple: [Tuscola County, Michigan, hasTownship, Tuscola Township, Michigan]
Generated description
Tuscola Township, Michigan is a rural civil township in Michigan known for its agricultural landscape and small-community character within Tuscola County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuscola Township, Michigan
Target entity description: Tuscola Township, Michigan is a rural civil township in Michigan known for its agricultural landscape and small-community character within Tuscola County.
  • A. Newton Township, Michigan
    Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region of the state.
  • B. Tompkins Township, Michigan
    Tompkins Township, Michigan is a rural civil township located in Jackson County in the south-central part of the U.S. state of Michigan.
  • C. Macomb Township, Michigan
    Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
  • D. Lansing Township, Michigan
    Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
  • E. Osceola Township, Michigan
    Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec72ea9348190817efcdaa973d7f7 completed April 14, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7d279708190a54a56c0b80be10a completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feba0820e081909fa76c9725fe9c84 completed May 9, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69feba3ff2c8819099cc5be8c556d526 completed May 9, 2026, 4:38 a.m.
Created at: April 10, 2026, 1:29 a.m.