Triple

T13459795
Position Surface form Disambiguated ID Type / Status
Subject Mason County, Michigan E311328 entity
Predicate containsVillage P4011 FINISHED
Object Custer, Michigan
Custer, Michigan is a small village in Mason County known for its rural character and location in the western part of the state’s Lower Peninsula.
E1478150 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: Custer, Michigan | Statement: [Mason County, Michigan, containsVillage, Custer, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Custer, Michigan
Context triple: [Mason County, Michigan, containsVillage, Custer, Michigan]
  • A. 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.
  • B. Elberta, Michigan
    Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
  • C. Sturgis, Michigan
    Sturgis, Michigan is a small city in St. Joseph County known for its location near the Indiana border and its role as a regional commercial and industrial center in south-central Michigan.
  • D. Buckley, Michigan
    Buckley, Michigan is a small village located in northern Michigan that serves as a rural community within Wexford County.
  • E. Newberry, Michigan
    Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
  • 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: Custer, Michigan
Triple: [Mason County, Michigan, containsVillage, Custer, Michigan]
Generated description
Custer, Michigan is a small village in Mason County known for its rural character and location in the western part of the state’s Lower Peninsula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Custer, Michigan
Target entity description: Custer, Michigan is a small village in Mason County known for its rural character and location in the western part of the state’s Lower Peninsula.
  • A. 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.
  • B. Elberta, Michigan
    Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
  • C. Sturgis, Michigan
    Sturgis, Michigan is a small city in St. Joseph County known for its location near the Indiana border and its role as a regional commercial and industrial center in south-central Michigan.
  • D. Buckley, Michigan
    Buckley, Michigan is a small village located in northern Michigan that serves as a rural community within Wexford County.
  • E. Newberry, Michigan
    Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0c177081909178dec61b09c278 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5a0922081909d31e5387fab9307 completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a661daf48190a8a185395e334470 completed May 17, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_6a09a6ba6dfc8190841f4b254acf5a4d completed May 17, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:41 p.m.