Triple

T14256342
Position Surface form Disambiguated ID Type / Status
Subject Löb's theorem E353392 entity
Predicate namedAfter P63 FINISHED
Object Martin Hugo Löb
Martin Hugo Löb was a Dutch mathematician and logician best known for his work in mathematical logic and provability theory, particularly the formulation of Löb's theorem.
E1090155 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: Martin Hugo Löb | Statement: [Löb's theorem, namedAfter, Martin Hugo Löb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Hugo Löb
Context triple: [Löb's theorem, namedAfter, Martin Hugo Löb]
  • A. Herbert Hutner
    Herbert Hutner was an American lawyer, investment banker, and philanthropist known for his work in finance and the arts, as well as his high-profile marriage to actress Zsa Zsa Gabor.
  • B. Herbert Rosenfeld
    Herbert Rosenfeld was a prominent British psychoanalyst known for his pioneering work on severe psychopathology, particularly psychosis and narcissism, within the Kleinian tradition.
  • C. Leo J. Frachtenberg
    Leo J. Frachtenberg was an early 20th-century American anthropologist and linguist known for his documentation and analysis of Native American languages of the Pacific Northwest, including Siuslaw.
  • D. Herbert Weiss
    Herbert Weiss is a personal name shared by multiple individuals, and without additional context it most commonly refers to various professionals or public figures rather than a single widely recognized person.
  • E. Benno Levin
    Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
  • 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: Martin Hugo Löb
Triple: [Löb's theorem, namedAfter, Martin Hugo Löb]
Generated description
Martin Hugo Löb was a Dutch mathematician and logician best known for his work in mathematical logic and provability theory, particularly the formulation of Löb's theorem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Hugo Löb
Target entity description: Martin Hugo Löb was a Dutch mathematician and logician best known for his work in mathematical logic and provability theory, particularly the formulation of Löb's theorem.
  • A. Herbert Hutner
    Herbert Hutner was an American lawyer, investment banker, and philanthropist known for his work in finance and the arts, as well as his high-profile marriage to actress Zsa Zsa Gabor.
  • B. Herbert Rosenfeld
    Herbert Rosenfeld was a prominent British psychoanalyst known for his pioneering work on severe psychopathology, particularly psychosis and narcissism, within the Kleinian tradition.
  • C. Leo J. Frachtenberg
    Leo J. Frachtenberg was an early 20th-century American anthropologist and linguist known for his documentation and analysis of Native American languages of the Pacific Northwest, including Siuslaw.
  • D. Herbert Weiss
    Herbert Weiss is a personal name shared by multiple individuals, and without additional context it most commonly refers to various professionals or public figures rather than a single widely recognized person.
  • E. Benno Levin
    Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62992a188190bc046fbab5a149d6 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd325f213881909acf776ff4831c30 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd3417e8e88190b099bfe4ba30f364 completed May 8, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd37df3dfc8190a594abb2c14e11bb completed May 8, 2026, 1:09 a.m.
Created at: April 10, 2026, 1:09 a.m.