Triple

T11410434
Position Surface form Disambiguated ID Type / Status
Subject The Large-Scale Structure of the Universe E270355 entity
Predicate author P4 FINISHED
Object P. J. E. Peebles
P. J. E. Peebles is a Canadian-American theoretical cosmologist and astrophysicist renowned for his foundational contributions to modern physical cosmology, including work on dark matter, cosmic structure formation, and the cosmic microwave background.
E925301 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: P. J. E. Peebles | Statement: [The Large-Scale Structure of the Universe, author, P. J. E. Peebles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: P. J. E. Peebles
Context triple: [The Large-Scale Structure of the Universe, author, P. J. E. Peebles]
  • A. John Biggers
    John Biggers was an influential African American muralist and educator known for his powerful depictions of Black life and culture, particularly in Houston’s Third Ward.
  • B. David McDowell Brown
    David McDowell Brown was a United States Navy captain and NASA astronaut who flew as a mission specialist on the ill-fated Space Shuttle Columbia STS-107 mission.
  • C. R. K. Pierson
    R. K. Pierson was a British aeronautical engineer best known for designing the Vickers Wellington bomber used extensively by the Royal Air Force during World War II.
  • D. E. Vincent Harris
    E. Vincent Harris was a prominent 20th-century British architect known for his monumental civic and public buildings in a classical style.
  • E. George DuBose
    George DuBose is an American music photographer and album cover designer known for his influential work with punk, new wave, and hip-hop artists.
  • 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: P. J. E. Peebles
Triple: [The Large-Scale Structure of the Universe, author, P. J. E. Peebles]
Generated description
P. J. E. Peebles is a Canadian-American theoretical cosmologist and astrophysicist renowned for his foundational contributions to modern physical cosmology, including work on dark matter, cosmic structure formation, and the cosmic microwave background.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: P. J. E. Peebles
Target entity description: P. J. E. Peebles is a Canadian-American theoretical cosmologist and astrophysicist renowned for his foundational contributions to modern physical cosmology, including work on dark matter, cosmic structure formation, and the cosmic microwave background.
  • A. John Biggers
    John Biggers was an influential African American muralist and educator known for his powerful depictions of Black life and culture, particularly in Houston’s Third Ward.
  • B. David McDowell Brown
    David McDowell Brown was a United States Navy captain and NASA astronaut who flew as a mission specialist on the ill-fated Space Shuttle Columbia STS-107 mission.
  • C. R. K. Pierson
    R. K. Pierson was a British aeronautical engineer best known for designing the Vickers Wellington bomber used extensively by the Royal Air Force during World War II.
  • D. E. Vincent Harris
    E. Vincent Harris was a prominent 20th-century British architect known for his monumental civic and public buildings in a classical style.
  • E. George DuBose
    George DuBose is an American music photographer and album cover designer known for his influential work with punk, new wave, and hip-hop artists.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8015017d08190b4020c76545556d6 completed April 9, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b845ed488190b7680ddf09177ea0 completed April 20, 2026, 5:23 a.m.
NEDg Description generation batch_69e5c289b5ac81909bdaec61a66f6654 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c43f4b4c8190aeae600364d2e4ac completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:34 p.m.