Triple

T6703114
Position Surface form Disambiguated ID Type / Status
Subject Clinton Township, Michigan E152930 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Macomb Community College
Macomb Community College is a large public community college in Michigan offering a wide range of associate degrees, certificates, and workforce training programs.
 E614674 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: Macomb Community College | Statement: [Clinton Township, Michigan, hasHigherEducationInstitution, Macomb Community College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macomb Community College
Context triple: [Clinton Township, Michigan, hasHigherEducationInstitution, Macomb Community College]
  • A. St. Clair County Community College
    St. Clair County Community College is a public community college offering two-year degree and certificate programs, primarily serving students in and around Port Huron and Michigan’s Thumb region.
  • B. Lane Community College
    Lane Community College is a public two-year college serving the Eugene, Oregon area with a range of academic, technical, and transfer programs.
  • C. Kirkwood Community College
    Kirkwood Community College is a public community college in eastern Iowa offering a wide range of academic, technical, and continuing education programs.
  • D. Kellogg Community College
    Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
  • E. Mott Community College
    Mott Community College is a public community college in Flint, Michigan, offering a range of associate degrees, certificates, and workforce training programs.
  • 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: Macomb Community College
Triple: [Clinton Township, Michigan, hasHigherEducationInstitution, Macomb Community College]
Generated description
Macomb Community College is a large public community college in Michigan offering a wide range of associate degrees, certificates, and workforce training programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macomb Community College
Target entity description: Macomb Community College is a large public community college in Michigan offering a wide range of associate degrees, certificates, and workforce training programs.
  • A. St. Clair County Community College
    St. Clair County Community College is a public community college offering two-year degree and certificate programs, primarily serving students in and around Port Huron and Michigan’s Thumb region.
  • B. Lane Community College
    Lane Community College is a public two-year college serving the Eugene, Oregon area with a range of academic, technical, and transfer programs.
  • C. Kirkwood Community College
    Kirkwood Community College is a public community college in eastern Iowa offering a wide range of academic, technical, and continuing education programs.
  • D. Kellogg Community College
    Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
  • E. Mott Community College
    Mott Community College is a public community college in Flint, Michigan, offering a range of associate degrees, certificates, and workforce training programs.
  • 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_69c68807adbc8190b8632df42b39eda0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0e7c4888190a44d13e889ea1c3b completed March 27, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70085ed8c81909cb407ab183ebbe5 completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c705ff86bc81909799d5122f7b8ee3 completed March 27, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69c7067c0acc8190bdbb9547e66374e4 completed March 27, 2026, 10:36 p.m.
Created at: March 27, 2026, 2:06 p.m.