Triple

T21674594
Position Surface form Disambiguated ID Type / Status
Subject Robert Wald E534934 entity
Predicate notableStudent P4838 FINISHED
Object Rafael Sorkin
Rafael Sorkin is a theoretical physicist best known for pioneering the causal set approach to quantum gravity and for influential work at the interface of general relativity, quantum theory, and spacetime structure.
E1496805 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: Rafael Sorkin | Statement: [Robert Wald, notableStudent, Rafael Sorkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rafael Sorkin
Context triple: [Robert Wald, notableStudent, Rafael Sorkin]
  • A. Aaron Sorkin
    Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
  • B. Andrew Ross Sorkin
    Andrew Ross Sorkin is an American financial journalist, author, and co-creator of the TV series "Billions," known for his coverage of Wall Street and the 2008 financial crisis.
  • C. Chris Terrio
    Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
  • D. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • E. Zak Penn
    Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
  • 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: Rafael Sorkin
Triple: [Robert Wald, notableStudent, Rafael Sorkin]
Generated description
Rafael Sorkin is a theoretical physicist best known for pioneering the causal set approach to quantum gravity and for influential work at the interface of general relativity, quantum theory, and spacetime structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rafael Sorkin
Target entity description: Rafael Sorkin is a theoretical physicist best known for pioneering the causal set approach to quantum gravity and for influential work at the interface of general relativity, quantum theory, and spacetime structure.
  • A. Aaron Sorkin
    Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
  • B. Andrew Ross Sorkin
    Andrew Ross Sorkin is an American financial journalist, author, and co-creator of the TV series "Billions," known for his coverage of Wall Street and the 2008 financial crisis.
  • C. Chris Terrio
    Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
  • D. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • E. Zak Penn
    Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a0ed5388190b8f1932fb3f11c6a completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e13a0d48190928c1c096bd23490 completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1ef23b6c8190a0194719c34bb971 completed May 17, 2026, 8:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1fc13900819098ee66684dfdff95 completed May 17, 2026, 8:06 p.m.
Created at: April 16, 2026, 6:41 p.m.