Triple

T210586
Position Surface form Disambiguated ID Type / Status
Subject Bekenstein–Hawking entropy E4708 entity
Predicate namedAfter P63 FINISHED
Object Jacob Bekenstein
Jacob Bekenstein was an Israeli-American theoretical physicist best known for pioneering the concept of black hole entropy and contributing fundamentally to black hole thermodynamics.
 E27649 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: Jacob Bekenstein | Statement: [Bekenstein–Hawking entropy, namedAfter, Jacob Bekenstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jacob Bekenstein
Context triple: [Bekenstein–Hawking entropy, namedAfter, Jacob Bekenstein]
  • A. John Archibald Wheeler
    John Archibald Wheeler was a prominent American theoretical physicist known for his pioneering work in quantum mechanics, general relativity, and nuclear physics, and for coining influential terms such as "black hole."
  • B. Freeman Dyson
    Freeman Dyson was a renowned theoretical physicist and mathematician known for his work in quantum electrodynamics, solid-state physics, and futurist writings.
  • C. Alan Guth
    Alan Guth is an American theoretical physicist best known for proposing the theory of cosmic inflation, which explains the rapid expansion of the early universe.
  • D. Hans Bethe
    Hans Bethe was a German-American theoretical physicist and Nobel laureate renowned for his work on nuclear reactions in stars and his leadership in nuclear physics research during World War II and beyond.
  • E. Stephen Hawking
    Stephen Hawking was a renowned theoretical physicist and cosmologist best known for his work on black holes, Hawking radiation, and his popular science book "A Brief History of Time."
  • 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: Jacob Bekenstein
Triple: [Bekenstein–Hawking entropy, namedAfter, Jacob Bekenstein]
Generated description
Jacob Bekenstein was an Israeli-American theoretical physicist best known for pioneering the concept of black hole entropy and contributing fundamentally to black hole thermodynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jacob Bekenstein
Target entity description: Jacob Bekenstein was an Israeli-American theoretical physicist best known for pioneering the concept of black hole entropy and contributing fundamentally to black hole thermodynamics.
  • A. John Archibald Wheeler
    John Archibald Wheeler was a prominent American theoretical physicist known for his pioneering work in quantum mechanics, general relativity, and nuclear physics, and for coining influential terms such as "black hole."
  • B. Freeman Dyson
    Freeman Dyson was a renowned theoretical physicist and mathematician known for his work in quantum electrodynamics, solid-state physics, and futurist writings.
  • C. Alan Guth
    Alan Guth is an American theoretical physicist best known for proposing the theory of cosmic inflation, which explains the rapid expansion of the early universe.
  • D. Hans Bethe
    Hans Bethe was a German-American theoretical physicist and Nobel laureate renowned for his work on nuclear reactions in stars and his leadership in nuclear physics research during World War II and beyond.
  • E. Stephen Hawking
    Stephen Hawking was a renowned theoretical physicist and cosmologist best known for his work on black holes, Hawking radiation, and his popular science book "A Brief History of Time."
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c2ead8481909996042efcae5e9d completed Feb. 28, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3441cc15c8190910b1b9e5dbb4910 completed Feb. 28, 2026, 7:38 p.m.
NEDg Description generation batch_69a344e390f4819090ec79beb681310a completed Feb. 28, 2026, 7:41 p.m.
NED2 Entity disambiguation (via description) batch_69a34551abac8190a1d3f2fc3f783c71 completed Feb. 28, 2026, 7:43 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.