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.