Triple

T18395976
Position Surface form Disambiguated ID Type / Status
Subject Marilyn Frye E449869 entity
Predicate employer P7 FINISHED
Object Michigan State University
Michigan State University is a major public research university in East Lansing, Michigan, known for its large campus, diverse academic programs, and contributions to higher education and scholarship.
 E55193 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: Michigan State University | Statement: [Marilyn Frye, employer, Michigan State University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michigan State University
Context triple: [Marilyn Frye, employer, Michigan State University]
  • A. Michigan State College
    Michigan State College was a mid-20th-century American public institution of higher education that later became Michigan State University, known for its strong programs in agriculture, education, and the liberal arts.
  • B. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • C. Western Michigan University
    Western Michigan University is a public research university located in Kalamazoo, Michigan, known for its programs in aviation, engineering, business, and education.
  • D. MSU
    MSU is a prominent public university located in Vadodara, Gujarat, India, known for its comprehensive range of undergraduate and postgraduate programs across arts, science, commerce, engineering, and fine arts.
  • E. MSU
    MSU is the commonly used abbreviation for Lomonosov Moscow State University, one of Russia’s oldest and most prestigious universities.
  • 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: Michigan State University
Triple: [Marilyn Frye, employer, Michigan State University]
Generated description
Michigan State University is a major public research university in East Lansing, Michigan, known for its large campus, diverse academic programs, and contributions to higher education and scholarship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michigan State University
Target entity description: Michigan State University is a major public research university in East Lansing, Michigan, known for its large campus, diverse academic programs, and contributions to higher education and scholarship.
  • A. Michigan State College chosen
    Michigan State College was a mid-20th-century American public institution of higher education that later became Michigan State University, known for its strong programs in agriculture, education, and the liberal arts.
  • B. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • C. Western Michigan University
    Western Michigan University is a public research university located in Kalamazoo, Michigan, known for its programs in aviation, engineering, business, and education.
  • D. MSU
    MSU is a prominent public university located in Vadodara, Gujarat, India, known for its comprehensive range of undergraduate and postgraduate programs across arts, science, commerce, engineering, and fine arts.
  • E. MSU
    MSU is the commonly used abbreviation for Lomonosov Moscow State University, one of Russia’s oldest and most prestigious universities.
  • F. None of above.

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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e51846bb4c8190990f42a792a78ee0 completed April 19, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e240976c8190bcdeb3913cc32336 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e2e51660819085ec36e697e94e6a completed May 13, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_6a03e39ae800819082963203b07d9042 completed May 13, 2026, 2:36 a.m.
Created at: April 10, 2026, 10:46 a.m.