Triple

T18220529
Position Surface form Disambiguated ID Type / Status
Subject Richard Bellman E436289 entity
Predicate fieldOfWork P3 FINISHED
Object dynamic programming — NE NERFINISHED

How this triple was built (3 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: dynamic programming | Statement: [Richard Bellman, fieldOfWork, dynamic programming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: dynamic programming
Context triple: [Richard Bellman, fieldOfWork, dynamic programming]
  • A. Bellman equation
    The Bellman equation is a fundamental recursive relationship in dynamic programming and reinforcement learning that expresses the value of a decision problem in terms of immediate rewards plus the expected value of subsequent states.
  • B. DP
    DP is the rigorous two-year pre-university curriculum offered by the International Baccalaureate for students typically aged 16 to 19.
  • C. DP
    DP is the vehicle registration code assigned to Bone Regency in Indonesia.
  • D. DP
    DP is the abbreviation for the Democratic Party, a former liberal opposition political party in South Africa that later became part of the Democratic Alliance.
  • E. DP
    DP is the common abbreviation for the Democratic Party, a former major centrist to center-left political party in Japan.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: dynamic programming
Target entity description: Dynamic programming is a method in computer science and mathematics for efficiently solving complex problems by breaking them down into overlapping subproblems and storing intermediate results to avoid redundant computation.
  • A. Bellman equation chosen
    The Bellman equation is a fundamental recursive relationship in dynamic programming and reinforcement learning that expresses the value of a decision problem in terms of immediate rewards plus the expected value of subsequent states.
  • B. DP
    DP is the rigorous two-year pre-university curriculum offered by the International Baccalaureate for students typically aged 16 to 19.
  • C. DP
    DP is the vehicle registration code assigned to Bone Regency in Indonesia.
  • D. DP
    DP is the abbreviation for the Democratic Party, a former liberal opposition political party in South Africa that later became part of the Democratic Alliance.
  • E. DP
    DP is the common abbreviation for the Democratic Party, a former major centrist to center-left political party in Japan.
  • F. None of above.

Provenance (2 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e47b5bfc819085c5935c08361ba9 completed April 19, 2026, 2:19 p.m.
Created at: April 10, 2026, 10:32 a.m.