Triple

T8396926
Position Surface form Disambiguated ID Type / Status
Subject Martin Rees E198074 entity
Predicate hasWritten P2831 FINISHED
Object Before the Beginning
"Before the Beginning" is a popular science book by cosmologist Martin Rees that explores the origins, evolution, and fundamental nature of the universe.
 E730532 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: Before the Beginning | Statement: [Martin Rees, hasWritten, Before the Beginning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Before the Beginning
Context triple: [Martin Rees, hasWritten, Before the Beginning]
  • A. In the Beginning
    "In the Beginning" is a posthumously released live album capturing an early 1980 performance by blues guitarist Stevie Ray Vaughan and his band Double Trouble.
  • B. The Beginning
    "The Beginning" is a song by John Legend from his R&B album "Love in the Future."
  • C. The Beginning
    The Beginning is a studio album by American hip hop group The Black Eyed Peas that continues their dance-pop and electronic sound following the success of The E.N.D.
  • D. The Beginning
    "The Beginning" is a song by Seal, featured as a single from his debut self-titled album.
  • E. The Beginning
    "The Beginning" is the promotional tagline used for UFC 1, the inaugural Ultimate Fighting Championship event that launched modern mixed martial arts.
  • 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: Before the Beginning
Triple: [Martin Rees, hasWritten, Before the Beginning]
Generated description
"Before the Beginning" is a popular science book by cosmologist Martin Rees that explores the origins, evolution, and fundamental nature of the universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Before the Beginning
Target entity description: "Before the Beginning" is a popular science book by cosmologist Martin Rees that explores the origins, evolution, and fundamental nature of the universe.
  • A. In the Beginning
    "In the Beginning" is a posthumously released live album capturing an early 1980 performance by blues guitarist Stevie Ray Vaughan and his band Double Trouble.
  • B. The Beginning
    The Beginning is a studio album by American hip hop group The Black Eyed Peas that continues their dance-pop and electronic sound following the success of The E.N.D.
  • C. The Beginning
    "The Beginning" is a song by John Legend from his R&B album "Love in the Future."
  • D. The Beginning
    "The Beginning" is a song by Seal, featured as a single from his debut self-titled album.
  • E. The Beginning
    "The Beginning" is the promotional tagline used for UFC 1, the inaugural Ultimate Fighting Championship event that launched modern mixed martial arts.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb818893348190a6ea2ff6a2e3e491 completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde867d21c8190b066a6c88273ec5a completed April 2, 2026, 3:54 a.m.
NEDg Description generation batch_69cdebfd60188190a1681344e2bf1e9e completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2fa42c8190bfbfc79caf38bf8e completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:04 p.m.