Triple

T7011143
Position Surface form Disambiguated ID Type / Status
Subject Karen Vogtmann E162581 entity
Predicate notableStudent P4838 FINISHED
Object Mladen Bestvina
Mladen Bestvina is a Croatian-American mathematician renowned for his contributions to geometric group theory and low-dimensional topology.
E634852 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: Mladen Bestvina | Statement: [Karen Vogtmann, notableStudent, Mladen Bestvina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mladen Bestvina
Context triple: [Karen Vogtmann, notableStudent, Mladen Bestvina]
  • A. Sasson Gabai
    Sasson Gabai is an Israeli actor best known internationally for his roles in films such as "The Band's Visit" and numerous Israeli television and theater productions.
  • B. Georgiy Gromov
    Georgiy Gromov is an actor known for appearing in the science fiction war film "The Darkest Hour."
  • C. Mikhail Gromov
    Mikhail Gromov is a prominent Russian-French mathematician renowned for his groundbreaking work in geometry, particularly in metric geometry, symplectic geometry, and geometric group theory.
  • D. Mikhail Gromov
    Mikhail Gromov was a pioneering Soviet test pilot and aviation commander renowned for his record-setting long-distance flights and major contributions to early Soviet aeronautics.
  • E. Michael Shub
    Michael Shub is an American mathematician and computer scientist known for his influential work in dynamical systems, complexity theory, and cryptography, including co-developing the Blum–Blum–Shub pseudorandom number generator.
  • 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: Mladen Bestvina
Triple: [Karen Vogtmann, notableStudent, Mladen Bestvina]
Generated description
Mladen Bestvina is a Croatian-American mathematician renowned for his contributions to geometric group theory and low-dimensional topology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mladen Bestvina
Target entity description: Mladen Bestvina is a Croatian-American mathematician renowned for his contributions to geometric group theory and low-dimensional topology.
  • A. Sasson Gabai
    Sasson Gabai is an Israeli actor best known internationally for his roles in films such as "The Band's Visit" and numerous Israeli television and theater productions.
  • B. Georgiy Gromov
    Georgiy Gromov is an actor known for appearing in the science fiction war film "The Darkest Hour."
  • C. Mikhail Gromov
    Mikhail Gromov is a prominent Russian-French mathematician renowned for his groundbreaking work in geometry, particularly in metric geometry, symplectic geometry, and geometric group theory.
  • D. Mikhail Gromov
    Mikhail Gromov was a pioneering Soviet test pilot and aviation commander renowned for his record-setting long-distance flights and major contributions to early Soviet aeronautics.
  • E. Michael Shub
    Michael Shub is an American mathematician and computer scientist known for his influential work in dynamical systems, complexity theory, and cryptography, including co-developing the Blum–Blum–Shub pseudorandom number generator.
  • 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_69c6885a127c8190867b059bdccf13ff completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc5729448190af66dbd6f3e8936e completed March 27, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a4bd424819097e1543ec59979ff completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1ef6f481908f4c4f610328f633 completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76c01679c8190b61f642c23c25ed5 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:34 p.m.