Triple

T8325776
Position Surface form Disambiguated ID Type / Status
Subject Leonard Susskind E194947 entity
Predicate knownFor P22 FINISHED
Object black hole complementarity
Black hole complementarity is a theoretical principle in quantum gravity proposing that information falling into a black hole is both reflected at the event horizon and passes through it, with no single observer able to witness any violation of quantum mechanics or general relativity.
E725131 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: black hole complementarity | Statement: [Leonard Susskind, knownFor, black hole complementarity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: black hole complementarity
Context triple: [Leonard Susskind, knownFor, black hole complementarity]
  • A. black hole no-hair theorem
    The black hole no-hair theorem is a principle in general relativity stating that stationary black holes are completely characterized by only a few macroscopic parameters—mass, electric charge, and angular momentum—regardless of the details of the matter that formed them.
  • B. Bekenstein–Hawking entropy
    Bekenstein–Hawking entropy is the thermodynamic entropy associated with a black hole, proportional to the area of its event horizon and fundamental in linking gravity, quantum theory, and thermodynamics.
  • C. holographic principle
    The holographic principle is a theoretical physics concept proposing that all the information contained within a volume of space can be represented as encoded data on its boundary, much like a hologram.
  • D. cosmic censorship conjecture
    The cosmic censorship conjecture is a hypothesis in general relativity proposing that singularities arising from gravitational collapse are always hidden within event horizons, preventing "naked" singularities from being observed.
  • E. Hawking radiation
    Hawking radiation is the theoretical blackbody radiation predicted to be emitted by black holes due to quantum effects near the event horizon, causing them to lose mass and eventually evaporate.
  • 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: black hole complementarity
Triple: [Leonard Susskind, knownFor, black hole complementarity]
Generated description
Black hole complementarity is a theoretical principle in quantum gravity proposing that information falling into a black hole is both reflected at the event horizon and passes through it, with no single observer able to witness any violation of quantum mechanics or general relativity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: black hole complementarity
Target entity description: Black hole complementarity is a theoretical principle in quantum gravity proposing that information falling into a black hole is both reflected at the event horizon and passes through it, with no single observer able to witness any violation of quantum mechanics or general relativity.
  • A. black hole no-hair theorem
    The black hole no-hair theorem is a principle in general relativity stating that stationary black holes are completely characterized by only a few macroscopic parameters—mass, electric charge, and angular momentum—regardless of the details of the matter that formed them.
  • B. Bekenstein–Hawking entropy
    Bekenstein–Hawking entropy is the thermodynamic entropy associated with a black hole, proportional to the area of its event horizon and fundamental in linking gravity, quantum theory, and thermodynamics.
  • C. holographic principle
    The holographic principle is a theoretical physics concept proposing that all the information contained within a volume of space can be represented as encoded data on its boundary, much like a hologram.
  • D. cosmic censorship conjecture
    The cosmic censorship conjecture is a hypothesis in general relativity proposing that singularities arising from gravitational collapse are always hidden within event horizons, preventing "naked" singularities from being observed.
  • E. Hawking radiation
    Hawking radiation is the theoretical blackbody radiation predicted to be emitted by black holes due to quantum effects near the event horizon, causing them to lose mass and eventually evaporate.
  • 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_69ca82e7a8a88190a32bb5cc0feb012d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f7fba688190b696593dfb2cde5d completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95b22afc81909c867d83a1744139 completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab60ec308190a9001f9235e556b4 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2e3457c8190a2d0cb6eeb81c9ef completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.