Triple

T1555314
Position Surface form Disambiguated ID Type / Status
Subject Neil deGrasse Tyson E33189 entity
Predicate hostOf P105 FINISHED
Object StarTalk
StarTalk is a science-themed talk show and podcast that blends astrophysics with pop culture, comedy, and interviews with scientists and celebrities.
 E178158 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: StarTalk | Statement: [Neil deGrasse Tyson, hostOf, StarTalk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: StarTalk
Context triple: [Neil deGrasse Tyson, hostOf, StarTalk]
  • A. Cosmos
    Cosmos is the vast, orderly universe encompassing all space, time, matter, and energy.
  • B. Sagan
    Sagan is a town in present-day Żagań, Poland, historically known as a center where the astronomer Johannes Kepler conducted part of his scientific work.
  • C. One Strange Rock
    One Strange Rock is a visually stunning documentary television series, hosted by Will Smith, that explores Earth's unique nature and interconnected systems through the perspectives of astronauts and scientists.
  • D. 3rd Rock from the Sun
    3rd Rock from the Sun is an American sitcom about a group of aliens posing as a human family to study life on Earth, known for its eccentric humor and cast led by John Lithgow.
  • E. Cosmos (book)
    Cosmos is a popular science book by Carl Sagan that explores the universe, the history of science, and humanity’s place in the cosmos.
  • 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: StarTalk
Triple: [Neil deGrasse Tyson, hostOf, StarTalk]
Generated description
StarTalk is a science-themed talk show and podcast that blends astrophysics with pop culture, comedy, and interviews with scientists and celebrities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: StarTalk
Target entity description: StarTalk is a science-themed talk show and podcast that blends astrophysics with pop culture, comedy, and interviews with scientists and celebrities.
  • A. Cosmos
    Cosmos is the vast, orderly universe encompassing all space, time, matter, and energy.
  • B. Sagan
    Sagan is a town in present-day Żagań, Poland, historically known as a center where the astronomer Johannes Kepler conducted part of his scientific work.
  • C. One Strange Rock
    One Strange Rock is a visually stunning documentary television series, hosted by Will Smith, that explores Earth's unique nature and interconnected systems through the perspectives of astronauts and scientists.
  • D. 3rd Rock from the Sun
    3rd Rock from the Sun is an American sitcom about a group of aliens posing as a human family to study life on Earth, known for its eccentric humor and cast led by John Lithgow.
  • E. Cosmos (book)
    Cosmos is a popular science book by Carl Sagan that explores the universe, the history of science, and humanity’s place in the cosmos.
  • 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_69a885ee6db8819099502bc5ce8af881 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa620eed9081908921530fd60656b7 completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad370e10248190b060a0209b979ef9 completed March 8, 2026, 8:45 a.m.
NEDg Description generation batch_69ad3b03780881909ca372552cdc4ff3 completed March 8, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad3b6bbc9c8190964ad173cfca5698 completed March 8, 2026, 9:03 a.m.
Created at: March 4, 2026, 7:27 p.m.