Triple

T308327
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate notableWork P4 FINISHED
Object Nightfall
"Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
E41255 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: Nightfall | Statement: [Isaac Asimov, notableWork, Nightfall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nightfall
Context triple: [Isaac Asimov, notableWork, Nightfall]
  • A. After the Fall
    After the Fall is a semi-autobiographical play by Arthur Miller that explores themes of guilt, memory, and personal responsibility, widely seen as reflecting his relationship with Marilyn Monroe and the era of McCarthyism.
  • B. The Backbone of Night
    "The Backbone of Night" is an episode of the science documentary series "Cosmos: A Personal Voyage" in which Carl Sagan explores humanity’s evolving understanding of the Milky Way and our place in the universe.
  • C. The Night Walkers
    "The Night Walkers" is an essay by Carl Sagan that explores the science, psychology, and cultural significance of human fear and fascination with the dark and the unknown.
  • D. Night
    Night is Elie Wiesel’s harrowing autobiographical account of his experiences as a Jewish teenager in Nazi concentration camps during the Holocaust.
  • E. Post Tenebras Lux
    Post Tenebras Lux is a Latin motto meaning "After darkness, light," historically associated with the Protestant Reformation and symbolizing spiritual renewal and enlightenment.
  • 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: Nightfall
Triple: [Isaac Asimov, notableWork, Nightfall]
Generated description
"Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nightfall
Target entity description: "Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
  • A. After the Fall
    After the Fall is a semi-autobiographical play by Arthur Miller that explores themes of guilt, memory, and personal responsibility, widely seen as reflecting his relationship with Marilyn Monroe and the era of McCarthyism.
  • B. The Backbone of Night
    "The Backbone of Night" is an episode of the science documentary series "Cosmos: A Personal Voyage" in which Carl Sagan explores humanity’s evolving understanding of the Milky Way and our place in the universe.
  • C. The Night Walkers
    "The Night Walkers" is an essay by Carl Sagan that explores the science, psychology, and cultural significance of human fear and fascination with the dark and the unknown.
  • D. Night
    Night is Elie Wiesel’s harrowing autobiographical account of his experiences as a Jewish teenager in Nazi concentration camps during the Holocaust.
  • E. Post Tenebras Lux
    Post Tenebras Lux is a Latin motto meaning "After darkness, light," historically associated with the Protestant Reformation and symbolizing spiritual renewal and enlightenment.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cafd1e88819085bbf38fd372881e completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb6ce9a4819095f1d379e4e71eea completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cbc137388190988d1705897de0c2 completed March 1, 2026, 5:16 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.