Triple

T5709638
Position Surface form Disambiguated ID Type / Status
Subject Elias Stein E125871 entity
Predicate notableStudent P4838 FINISHED
Object Michael Christ
Michael Christ is a mathematician known for his contributions to harmonic analysis and partial differential equations, and for being a student of Elias Stein.
E542632 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: Michael Christ | Statement: [Elias Stein, notableStudent, Michael Christ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Christ
Context triple: [Elias Stein, notableStudent, Michael Christ]
  • A. Michael Stephen
    Michael Stephen is a physicist best known for co-developing the influential Bardeen–Stephen model that describes flux flow in type-II superconductors.
  • B. Michael Michele
    Michael Michele is an American actress best known for her roles in films like "New Jack City" and television series such as "ER" and "Homicide: Life on the Street."
  • C. Michael David
    Michael David is an actor known for his role in the classic 1958 film "The Inn of the Sixth Happiness."
  • D. Michael David
    Michael David is a theatrical producer best known for his work on the hit Broadway musical comedy "Spamalot."
  • E. Michael Gilio
    Michael Gilio is an American screenwriter and filmmaker best known for co-writing the fantasy adventure film "Dungeons & Dragons: Honor Among Thieves."
  • 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: Michael Christ
Triple: [Elias Stein, notableStudent, Michael Christ]
Generated description
Michael Christ is a mathematician known for his contributions to harmonic analysis and partial differential equations, and for being a student of Elias Stein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Christ
Target entity description: Michael Christ is a mathematician known for his contributions to harmonic analysis and partial differential equations, and for being a student of Elias Stein.
  • A. Michael Stephen
    Michael Stephen is a physicist best known for co-developing the influential Bardeen–Stephen model that describes flux flow in type-II superconductors.
  • B. Michael Michele
    Michael Michele is an American actress best known for her roles in films like "New Jack City" and television series such as "ER" and "Homicide: Life on the Street."
  • C. Michael David
    Michael David is a theatrical producer best known for his work on the hit Broadway musical comedy "Spamalot."
  • D. Michael David
    Michael David is an actor known for his role in the classic 1958 film "The Inn of the Sixth Happiness."
  • E. Michael Gilio
    Michael Gilio is an American screenwriter and filmmaker best known for co-writing the fantasy adventure film "Dungeons & Dragons: Honor Among Thieves."
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0248c3dac8190824fca9ddde89665 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a6f5ac08190b5acbccea756d2de completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c062029e3c8190ade3f0836d6b3842 completed March 22, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69c06268eb0c8190959ba762c2d9b47d completed March 22, 2026, 9:43 p.m.
Created at: March 22, 2026, 3:46 p.m.