Triple

T10519965
Position Surface form Disambiguated ID Type / Status
Subject Livingston County, Michigan E248139 entity
Predicate countySeat P383 FINISHED
Object Howell, Michigan
Howell, Michigan is a small city in southeastern Michigan known as a historic community and commercial hub along the I-96 corridor between Lansing and Detroit.
E868543 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: Howell, Michigan | Statement: [Livingston County, Michigan, countySeat, Howell, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Howell, Michigan
Context triple: [Livingston County, Michigan, countySeat, Howell, Michigan]
  • A. Woodhaven, Michigan
    Woodhaven, Michigan is a suburban city in Wayne County that forms part of the Downriver Detroit industrial and residential corridor south of Detroit.
  • B. Holt, Michigan
    Holt, Michigan is an unincorporated community and census-designated place near Lansing known as a suburban residential area with its own schools and local businesses.
  • C. Hart, Michigan
    Hart, Michigan is a small city in western Michigan that serves as the administrative and commercial hub of rural Oceana County.
  • D. Westland, Michigan
    Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
  • E. Haslett, Michigan
    Haslett, Michigan is a suburban community in the Lansing metropolitan area known for its residential neighborhoods, schools, and proximity to Lake Lansing.
  • 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: Howell, Michigan
Triple: [Livingston County, Michigan, countySeat, Howell, Michigan]
Generated description
Howell, Michigan is a small city in southeastern Michigan known as a historic community and commercial hub along the I-96 corridor between Lansing and Detroit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Howell, Michigan
Target entity description: Howell, Michigan is a small city in southeastern Michigan known as a historic community and commercial hub along the I-96 corridor between Lansing and Detroit.
  • A. Woodhaven, Michigan
    Woodhaven, Michigan is a suburban city in Wayne County that forms part of the Downriver Detroit industrial and residential corridor south of Detroit.
  • B. Holt, Michigan
    Holt, Michigan is an unincorporated community and census-designated place near Lansing known as a suburban residential area with its own schools and local businesses.
  • C. Hart, Michigan
    Hart, Michigan is a small city in western Michigan that serves as the administrative and commercial hub of rural Oceana County.
  • D. Westland, Michigan
    Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
  • E. Haslett, Michigan
    Haslett, Michigan is a suburban community in the Lansing metropolitan area known for its residential neighborhoods, schools, and proximity to Lake Lansing.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509de0b3081909bec337aa8ff193e completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e063e948190b2f7cbae05d9ea61 completed April 10, 2026, 2:49 p.m.
NEDg Description generation batch_69d9107dc8448190998c4044f68a775e completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d911e7d2dc8190a67b2513607fdf98 completed April 10, 2026, 3:06 p.m.
Created at: April 6, 2026, 12:28 p.m.