Triple

T230524
Position Surface form Disambiguated ID Type / Status
Subject Cory Doctorow E4400 entity
Predicate notableWork P4 FINISHED
Object Homeland
"Homeland" is a near-future young adult science fiction novel by Cory Doctorow that continues the story of teenage hacker-activist Marcus Yallow as he confronts government surveillance and corporate corruption.
E29576 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: Homeland | Statement: [Cory Doctorow, notableWork, Homeland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Homeland
Context triple: [Cory Doctorow, notableWork, Homeland]
  • A. House of Cards
    House of Cards is a critically acclaimed American political drama series known for its dark portrayal of power and corruption in Washington, D.C., starring Kevin Spacey and Robin Wright.
  • B. Quantico
    Quantico is a small town in Prince William County, Virginia, best known for hosting the Marine Corps Base Quantico and several major U.S. federal law enforcement training facilities.
  • C. Madam Secretary
    Madam Secretary is the formal honorific used to address a woman serving as a cabinet-level secretary in the United States government.
  • D. Madam Secretary
    "Madam Secretary" is the formal honorific used to address a woman serving in a high-ranking government secretary position, such as the Secretary of the Treasury.
  • E. Madam Secretary
    "Madam Secretary" is the formal style of address used when speaking to or about a female United States Secretary of the Army.
  • 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: Homeland
Triple: [Cory Doctorow, notableWork, Homeland]
Generated description
"Homeland" is a near-future young adult science fiction novel by Cory Doctorow that continues the story of teenage hacker-activist Marcus Yallow as he confronts government surveillance and corporate corruption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Homeland
Target entity description: "Homeland" is a near-future young adult science fiction novel by Cory Doctorow that continues the story of teenage hacker-activist Marcus Yallow as he confronts government surveillance and corporate corruption.
  • A. House of Cards
    House of Cards is a critically acclaimed American political drama series known for its dark portrayal of power and corruption in Washington, D.C., starring Kevin Spacey and Robin Wright.
  • B. Quantico
    Quantico is a small town in Prince William County, Virginia, best known for hosting the Marine Corps Base Quantico and several major U.S. federal law enforcement training facilities.
  • C. Madam Secretary
    Madam Secretary is the formal honorific used to address a woman serving as a cabinet-level secretary in the United States government.
  • D. Madam Secretary
    "Madam Secretary" is the formal honorific used to address a woman serving in a high-ranking government secretary position, such as the Secretary of the Treasury.
  • E. Madam Secretary
    "Madam Secretary" is the formal style of address used when speaking to or about a female United States Secretary of the Army.
  • 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_69a35ea326608190be39ec5260c3dac3 completed Feb. 28, 2026, 9:31 p.m.
NEDg Description generation batch_69a35f0007208190acdfc17cd4bdf9b7 completed Feb. 28, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69a35f8565e081908ad0853151b57eba completed Feb. 28, 2026, 9:35 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.