Triple

T14733679
Position Surface form Disambiguated ID Type / Status
Subject Tuscola County, Michigan E346143 entity
Predicate hasTownship P22464 FINISHED
Object Millington Township, Michigan
Millington Township, Michigan is a civil township and local government unit located within Tuscola County in the U.S. state of Michigan.
E1135511 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: Millington Township, Michigan | Statement: [Tuscola County, Michigan, hasTownship, Millington Township, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Millington Township, Michigan
Context triple: [Tuscola County, Michigan, hasTownship, Millington Township, Michigan]
  • A. Millbrook Township, Michigan
    Millbrook Township, Michigan is a small rural civil township located within Mecosta County in the U.S. state of Michigan.
  • B. Millington, Michigan
    Millington, Michigan is a small rural village in the Thumb region of the state known for its close-knit community and agricultural surroundings.
  • C. Milan Township, Michigan
    Milan Township, Michigan is a civil township in Monroe County known for its rural character and proximity to the city of Milan in southeastern Michigan.
  • D. Kingston Township, Michigan
    Kingston Township, Michigan is a small rural civil township located in Tuscola County in the state's Thumb region.
  • E. Newton Township, Michigan
    Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region 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: Millington Township, Michigan
Triple: [Tuscola County, Michigan, hasTownship, Millington Township, Michigan]
Generated description
Millington Township, Michigan is a civil township and local government unit located within Tuscola County in the U.S. state of Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Millington Township, Michigan
Target entity description: Millington Township, Michigan is a civil township and local government unit located within Tuscola County in the U.S. state of Michigan.
  • A. Millbrook Township, Michigan
    Millbrook Township, Michigan is a small rural civil township located within Mecosta County in the U.S. state of Michigan.
  • B. Millington, Michigan
    Millington, Michigan is a small rural village in the Thumb region of the state known for its close-knit community and agricultural surroundings.
  • C. Milan Township, Michigan
    Milan Township, Michigan is a civil township in Monroe County known for its rural character and proximity to the city of Milan in southeastern Michigan.
  • D. Kingston Township, Michigan
    Kingston Township, Michigan is a small rural civil township located in Tuscola County in the state's Thumb region.
  • E. Newton Township, Michigan
    Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region 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_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_69fea5a2413c8190858e84cbc87b816d completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea733cd2c81909b56f6cf871e018e completed May 9, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fea97741dc8190b56facdbff937c78 completed May 9, 2026, 3:26 a.m.
Created at: April 10, 2026, 1:29 a.m.