Triple

T8503725
Position Surface form Disambiguated ID Type / Status
Subject Lawrence M. Krauss E201283 entity
Predicate hasWritten P2831 FINISHED
Object Fear of Physics
Fear of Physics is a popular science book by theoretical physicist Lawrence M. Krauss that introduces fundamental concepts of modern physics in an accessible, non-technical way.
E739189 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: Fear of Physics | Statement: [Lawrence M. Krauss, hasWritten, Fear of Physics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fear of Physics
Context triple: [Lawrence M. Krauss, hasWritten, Fear of Physics]
  • A. Fear of Music
    Fear of Music is a 1979 art rock album by Talking Heads known for its experimental sound, darkly humorous lyrics, and influential role in post-punk and new wave music.
  • B. What to Fear
    "What to Fear" is a solo album by American guitarist and singer-songwriter Sean Watkins, showcasing his blend of folk, bluegrass, and Americana influences.
  • C. Dispelling the Fears
    "Dispelling the Fears" is a contemporary orchestral work by British composer Mark-Anthony Turnage, noted for its intense, expressive sound world and inventive use of modern orchestral color.
  • D. Fear of Fours
    Fear of Fours is the second studio album by British electronic music duo Lamb, known for its experimental blend of trip hop, drum and bass, and jazz influences.
  • E. Fearing
    Fearing is a given name most notably associated with Rufus Fearing Dawes, an American Civil War officer and politician.
  • 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: Fear of Physics
Triple: [Lawrence M. Krauss, hasWritten, Fear of Physics]
Generated description
Fear of Physics is a popular science book by theoretical physicist Lawrence M. Krauss that introduces fundamental concepts of modern physics in an accessible, non-technical way.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fear of Physics
Target entity description: Fear of Physics is a popular science book by theoretical physicist Lawrence M. Krauss that introduces fundamental concepts of modern physics in an accessible, non-technical way.
  • A. Fear of Music
    Fear of Music is a 1979 art rock album by Talking Heads known for its experimental sound, darkly humorous lyrics, and influential role in post-punk and new wave music.
  • B. What to Fear
    "What to Fear" is a solo album by American guitarist and singer-songwriter Sean Watkins, showcasing his blend of folk, bluegrass, and Americana influences.
  • C. Dispelling the Fears
    "Dispelling the Fears" is a contemporary orchestral work by British composer Mark-Anthony Turnage, noted for its intense, expressive sound world and inventive use of modern orchestral color.
  • D. Fear of Fours
    Fear of Fours is the second studio album by British electronic music duo Lamb, known for its experimental blend of trip hop, drum and bass, and jazz influences.
  • E. Fearing
    Fearing is a given name most notably associated with Rufus Fearing Dawes, an American Civil War officer and politician.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe59d67d081908155a43b9b463fe3 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e26a3108190a48b00c2927be971 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff88ff48190a5641635187a9e4f completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50fd3150819097562093bee78a6d completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:14 p.m.