Triple

T10901123
Position Surface form Disambiguated ID Type / Status
Subject Wexford County E257443 entity
Predicate containsSettlement P847 FINISHED
Object Buckley, Michigan
Buckley, Michigan is a small village located in northern Michigan that serves as a rural community within Wexford County.
E1133870 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: Buckley, Michigan | Statement: [Wexford County, containsSettlement, Buckley, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buckley, Michigan
Context triple: [Wexford County, containsSettlement, Buckley, Michigan]
  • A. Beulah, Michigan
    Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
  • B. Belding, Michigan
    Belding, Michigan is a small city in central Michigan known historically for its silk manufacturing industry and its location along the Flat River.
  • C. Bellevue, Michigan
    Bellevue, Michigan is a small rural village in south-central Michigan known for its historic charm and tight-knit community.
  • D. Kingsley, Michigan
    Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
  • E. Hesperia, Michigan
    Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White 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: Buckley, Michigan
Triple: [Wexford County, containsSettlement, Buckley, Michigan]
Generated description
Buckley, Michigan is a small village located in northern Michigan that serves as a rural community within Wexford County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buckley, Michigan
Target entity description: Buckley, Michigan is a small village located in northern Michigan that serves as a rural community within Wexford County.
  • A. Beulah, Michigan
    Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
  • B. Belding, Michigan
    Belding, Michigan is a small city in central Michigan known historically for its silk manufacturing industry and its location along the Flat River.
  • C. Bellevue, Michigan
    Bellevue, Michigan is a small rural village in south-central Michigan known for its historic charm and tight-knit community.
  • D. Kingsley, Michigan
    Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
  • E. Hesperia, Michigan
    Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d761a3e83c81908dc48c0fb7935da7 completed April 9, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9db383cc8190b1c65d202785838a completed May 9, 2026, 2:36 a.m.
NEDg Description generation batch_69fe9e6ec16081909cc55fd11bc89eb4 completed May 9, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe9eedca1481908ce438991184d62e completed May 9, 2026, 2:41 a.m.
Created at: April 8, 2026, 9:22 p.m.