Triple

T230529
Position Surface form Disambiguated ID Type / Status
Subject Cory Doctorow E4400 entity
Predicate notableWork P4 FINISHED
Object Walkaway
Walkaway is a science fiction novel by Cory Doctorow that explores post-scarcity society, open-source culture, and resistance to surveillance capitalism in a near-future setting.
 E31303 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: Walkaway | Statement: [Cory Doctorow, notableWork, Walkaway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walkaway
Context triple: [Cory Doctorow, notableWork, Walkaway]
  • 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. Saviors
    Saviors is a studio album by Green Day frontman Billie Joe Armstrong’s band, known for its politically charged punk rock sound and socially conscious themes.
  • C. Save the Night
    "Save the Night" is a song by John Legend from his R&B album "Love in the Future."
  • D. 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.
  • E. The Light We Carry
    The Light We Carry is a 2022 nonfiction book by Michelle Obama that offers personal reflections and practical wisdom on resilience, hope, and navigating uncertainty.
  • 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: Walkaway
Triple: [Cory Doctorow, notableWork, Walkaway]
Generated description
Walkaway is a science fiction novel by Cory Doctorow that explores post-scarcity society, open-source culture, and resistance to surveillance capitalism in a near-future setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walkaway
Target entity description: Walkaway is a science fiction novel by Cory Doctorow that explores post-scarcity society, open-source culture, and resistance to surveillance capitalism in a near-future setting.
  • 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. Saviors
    Saviors is a studio album by Green Day frontman Billie Joe Armstrong’s band, known for its politically charged punk rock sound and socially conscious themes.
  • C. Save the Night
    "Save the Night" is a song by John Legend from his R&B album "Love in the Future."
  • D. 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.
  • E. The Light We Carry
    The Light We Carry is a 2022 nonfiction book by Michelle Obama that offers personal reflections and practical wisdom on resilience, hope, and navigating uncertainty.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cac7994819080b0b3b10808f8e5 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3695d08588190892d271c03fdf1e6 completed Feb. 28, 2026, 10:17 p.m.
NEDg Description generation batch_69a369d2b56c8190a6381b2da3e42e18 completed Feb. 28, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69a36a9f31408190b8f0e8273ff3a298 completed Feb. 28, 2026, 10:22 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.