Triple

T2868616
Position Surface form Disambiguated ID Type / Status
Subject University of Michigan–Flint E63501 entity
Predicate abbreviation P43 FINISHED
Object UMF
UMF is the commonly used abbreviation for the University of Michigan–Flint, a regional public university within the University of Michigan system located in Flint, Michigan.
E306040 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: UMF | Statement: [University of Michigan–Flint, abbreviation, UMF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UMF
Context triple: [University of Michigan–Flint, abbreviation, UMF]
  • A. UMS
    UMS is the public university system that oversees multiple campuses and educational institutions across the state of Maine.
  • B. Fremulon
    Fremulon is a television production company founded by Michael Schur, best known for producing acclaimed comedy series such as Brooklyn Nine-Nine.
  • C. UMA
    UMA is the acronym for the Arab Maghreb Union, a regional organization aimed at promoting economic and political cooperation among North African countries.
  • D. UMA
    UMA is a regional public university in Augusta, Maine, offering a range of undergraduate and professional programs with a focus on accessibility and nontraditional students.
  • E. UM
    UM is the commonly used abbreviation for the University of Miami, a private research university located in Coral Gables, Florida.
  • 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: UMF
Triple: [University of Michigan–Flint, abbreviation, UMF]
Generated description
UMF is the commonly used abbreviation for the University of Michigan–Flint, a regional public university within the University of Michigan system located in Flint, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UMF
Target entity description: UMF is the commonly used abbreviation for the University of Michigan–Flint, a regional public university within the University of Michigan system located in Flint, Michigan.
  • A. UMS
    UMS is the public university system that oversees multiple campuses and educational institutions across the state of Maine.
  • B. Fremulon
    Fremulon is a television production company founded by Michael Schur, best known for producing acclaimed comedy series such as Brooklyn Nine-Nine.
  • C. UMA
    UMA is the acronym for the Arab Maghreb Union, a regional organization aimed at promoting economic and political cooperation among North African countries.
  • D. UMA
    UMA is a regional public university in Augusta, Maine, offering a range of undergraduate and professional programs with a focus on accessibility and nontraditional students.
  • E. UM
    UM is the commonly used abbreviation for the University of Miami, a private research university located in Coral Gables, Florida.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfdfef1881909dc52a1b34cd24e3 completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01dabb19c8190822ac992ab764446 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e34639c8190b1c6e8a14cd31d96 completed March 10, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69b01f5a6784819089499926fb115d9c completed March 10, 2026, 1:40 p.m.
Created at: March 6, 2026, 10:02 p.m.