Triple

T4164762
Position Surface form Disambiguated ID Type / Status
Subject Peter Singer E84418 entity
Predicate notableWork P4 FINISHED
Object Animal Liberation
Animal Liberation is a groundbreaking philosophical book by Peter Singer that helped launch the modern animal rights movement by arguing against speciesism and the moral permissibility of animal suffering.
 E418184 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: Animal Liberation | Statement: [Peter Singer, notableWork, Animal Liberation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Animal Liberation
Context triple: [Peter Singer, notableWork, Animal Liberation]
  • A. Straw Dogs: Thoughts on Humans and Other Animals
    Straw Dogs: Thoughts on Humans and Other Animals is a philosophical work by John Gray that critiques humanism and challenges beliefs in human progress, rationality, and moral exceptionalism.
  • B. "The Dominant Animal"
    "The Dominant Animal" is a book by biologists Paul R. Ehrlich and Anne H. Ehrlich that examines how human evolution, behavior, and ecological impact have made our species the planet’s dominant—and dangerously disruptive—force.
  • C. Voice of the Voiceless
    "Voice of the Voiceless" is a politically charged song by Rage Against the Machine from their album *The Battle of Los Angeles*, known for its outspoken advocacy for radical activism and social justice.
  • D. Fate of the Animals
    Fate of the Animals is an expressionist painting by German artist Franz Marc, known for its vivid depiction of animals amid a chaotic, apocalyptic landscape.
  • E. An Essay on Liberation
    An Essay on Liberation is a 1969 philosophical work by Herbert Marcuse that critiques advanced industrial society and explores the possibilities for radical social transformation and human emancipation.
  • 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: Animal Liberation
Triple: [Peter Singer, notableWork, Animal Liberation]
Generated description
Animal Liberation is a groundbreaking philosophical book by Peter Singer that helped launch the modern animal rights movement by arguing against speciesism and the moral permissibility of animal suffering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Animal Liberation
Target entity description: Animal Liberation is a groundbreaking philosophical book by Peter Singer that helped launch the modern animal rights movement by arguing against speciesism and the moral permissibility of animal suffering.
  • A. Straw Dogs: Thoughts on Humans and Other Animals
    Straw Dogs: Thoughts on Humans and Other Animals is a philosophical work by John Gray that critiques humanism and challenges beliefs in human progress, rationality, and moral exceptionalism.
  • B. "The Dominant Animal"
    "The Dominant Animal" is a book by biologists Paul R. Ehrlich and Anne H. Ehrlich that examines how human evolution, behavior, and ecological impact have made our species the planet’s dominant—and dangerously disruptive—force.
  • C. Voice of the Voiceless
    "Voice of the Voiceless" is a politically charged song by Rage Against the Machine from their album *The Battle of Los Angeles*, known for its outspoken advocacy for radical activism and social justice.
  • D. Fate of the Animals
    Fate of the Animals is an expressionist painting by German artist Franz Marc, known for its vivid depiction of animals amid a chaotic, apocalyptic landscape.
  • E. An Essay on Liberation
    An Essay on Liberation is a 1969 philosophical work by Herbert Marcuse that critiques advanced industrial society and explores the possibilities for radical social transformation and human emancipation.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02ab00d48190acf3b041fca56be3 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f478c948190a997e006015e588d completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57fcd3d60819086ab5ad7b69242a2 completed March 14, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5803ec2088190ac9d4b3d34278e17 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:44 p.m.