Triple

T258316
Position Surface form Disambiguated ID Type / Status
Subject Neil deGrasse Tyson E5484 entity
Predicate notableWork P4 FINISHED
Object Death by Black Hole
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
E33192 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: Death by Black Hole | Statement: [Neil deGrasse Tyson, notableWork, Death by Black Hole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Death by Black Hole
Context triple: [Neil deGrasse Tyson, notableWork, Death by Black Hole]
  • A. Life After Death
    Life After Death is the posthumously released double album by The Notorious B.I.G., widely regarded as one of the greatest and most influential hip-hop records of all time.
  • B. The Great Unknown
    The Great Unknown is a section of Washington Irving’s 1824 story collection "Tales of a Traveller," comprising a group of tales centered on mystery and the supernatural.
  • C. Black Hole Sun
    "Black Hole Sun" is a 1994 grunge rock song by Soundgarden, written by Chris Cornell, known for its haunting melody, surreal lyrics, and iconic music video.
  • D. Last Rites
    Last Rites is a traditional set of Catholic sacramental practices given to a gravely ill or dying person to prepare their soul for death.
  • E. Fell on Black Days
    "Fell on Black Days" is a dark, introspective grunge song by Soundgarden, written and sung by Chris Cornell and released on their acclaimed 1994 album *Superunknown*.
  • 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: Death by Black Hole
Triple: [Neil deGrasse Tyson, notableWork, Death by Black Hole]
Generated description
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Death by Black Hole
Target entity description: Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
  • A. Life After Death
    Life After Death is the posthumously released double album by The Notorious B.I.G., widely regarded as one of the greatest and most influential hip-hop records of all time.
  • B. The Great Unknown
    The Great Unknown is a section of Washington Irving’s 1824 story collection "Tales of a Traveller," comprising a group of tales centered on mystery and the supernatural.
  • C. Black Hole Sun
    "Black Hole Sun" is a 1994 grunge rock song by Soundgarden, written by Chris Cornell, known for its haunting melody, surreal lyrics, and iconic music video.
  • D. Last Rites
    Last Rites is a traditional set of Catholic sacramental practices given to a gravely ill or dying person to prepare their soul for death.
  • E. Fell on Black Days
    "Fell on Black Days" is a dark, introspective grunge song by Soundgarden, written and sung by Chris Cornell and released on their acclaimed 1994 album *Superunknown*.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d703e688190bb86c69527e306f5 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37959115881908aa902eab1159b0c completed Feb. 28, 2026, 11:25 p.m.
NEDg Description generation batch_69a379d72c34819090cbb2eba0674efc completed Feb. 28, 2026, 11:27 p.m.
NED2 Entity disambiguation (via description) batch_69a37a319f608190ac7fe9db3c7fb4f3 completed Feb. 28, 2026, 11:28 p.m.
Created at: Feb. 28, 2026, 2:55 a.m.