Triple

T20136499
Position Surface form Disambiguated ID Type / Status
Subject Silverstein E491037 entity
Predicate hasNotableBearer P458 FINISHED
Object Adam Silverstein
Adam Silverstein is a software developer and open-source contributor best known for his work on the WordPress project and web performance initiatives.
E1455348 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: Adam Silverstein | Statement: [Silverstein, hasNotableBearer, Adam Silverstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam Silverstein
Context triple: [Silverstein, hasNotableBearer, Adam Silverstein]
  • A. Aaron Silverstein
    Aaron Silverstein is an individual notable enough to be recognized as a bearer of the Silverstein surname, though specific widely known public achievements or roles are not clearly documented.
  • B. Michael Wallach
    Michael Wallach is a film and television writer best known for his work on the thriller "The Bay."
  • C. Philip Brownstein
    Philip Brownstein was a professional basketball coach best known for leading the early NBA-era Chicago Stags franchise.
  • D. Joseph Silverstein
    Joseph Silverstein was an American violinist and conductor best known as concertmaster and later assistant conductor of the Boston Symphony Orchestra and as a prominent teacher.
  • E. Jason Silverstein
    Jason Silverstein is a writer and scholar known for his work at the intersection of race, medicine, and social justice, including contributions to publications like The New York Times and The Atlantic.
  • 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: Adam Silverstein
Triple: [Silverstein, hasNotableBearer, Adam Silverstein]
Generated description
Adam Silverstein is a software developer and open-source contributor best known for his work on the WordPress project and web performance initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam Silverstein
Target entity description: Adam Silverstein is a software developer and open-source contributor best known for his work on the WordPress project and web performance initiatives.
  • A. Aaron Silverstein
    Aaron Silverstein is an individual notable enough to be recognized as a bearer of the Silverstein surname, though specific widely known public achievements or roles are not clearly documented.
  • B. Michael Wallach
    Michael Wallach is a film and television writer best known for his work on the thriller "The Bay."
  • C. Philip Brownstein
    Philip Brownstein was a professional basketball coach best known for leading the early NBA-era Chicago Stags franchise.
  • D. Joseph Silverstein
    Joseph Silverstein was an American violinist and conductor best known as concertmaster and later assistant conductor of the Boston Symphony Orchestra and as a prominent teacher.
  • E. Jason Silverstein
    Jason Silverstein is a writer and scholar known for his work at the intersection of race, medicine, and social justice, including contributions to publications like The New York Times and The Atlantic.
  • 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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66767ba3881909c2bcb74a986bd29 completed April 20, 2026, 5:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a091383348881909e83c40309324f8b completed May 17, 2026, 1:01 a.m.
NEDg Description generation batch_6a09145a9b0481909086941cdd981e1a completed May 17, 2026, 1:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0914f1925081909bce8ad0932c6722 completed May 17, 2026, 1:08 a.m.
Created at: April 11, 2026, 11:32 p.m.