Triple

T21502008
Position Surface form Disambiguated ID Type / Status
Subject Ann S. Stephens E530497 entity
Predicate notableWork P4 FINISHED
Object Fashion and Famine
Fashion and Famine is a mid-19th-century social novel by Ann S. Stephens that contrasts the lives of the wealthy and the poor in New York City, highlighting the moral and human costs of class inequality.
E1488371 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: Fashion and Famine | Statement: [Ann S. Stephens, notableWork, Fashion and Famine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fashion and Famine
Context triple: [Ann S. Stephens, notableWork, Fashion and Famine]
  • A. The Feast and the Famine
    "The Feast and the Famine" is a song by American rock band Foo Fighters, featured on their 2014 album *Sonic Highways* and inspired by the music scene of Washington, D.C.
  • B. In Search of Famine
    In Search of Famine is a 1981 Bengali-language Indian film directed by Mrinal Sen that critically examines social and political responses to famine and poverty.
  • C. Misery and Famine
    "Misery and Famine" is a song by the American alternative rock band Bad Religion from their 1990 album *Against the Grain*.
  • D. Faces of Hunger
    Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
  • E. The Poor & Hungry
    The Poor & Hungry is a low-budget independent drama film written and directed by Craig Brewer that helped launch his filmmaking career.
  • 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: Fashion and Famine
Triple: [Ann S. Stephens, notableWork, Fashion and Famine]
Generated description
Fashion and Famine is a mid-19th-century social novel by Ann S. Stephens that contrasts the lives of the wealthy and the poor in New York City, highlighting the moral and human costs of class inequality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fashion and Famine
Target entity description: Fashion and Famine is a mid-19th-century social novel by Ann S. Stephens that contrasts the lives of the wealthy and the poor in New York City, highlighting the moral and human costs of class inequality.
  • A. The Feast and the Famine
    "The Feast and the Famine" is a song by American rock band Foo Fighters, featured on their 2014 album *Sonic Highways* and inspired by the music scene of Washington, D.C.
  • B. In Search of Famine
    In Search of Famine is a 1981 Bengali-language Indian film directed by Mrinal Sen that critically examines social and political responses to famine and poverty.
  • C. Misery and Famine
    "Misery and Famine" is a song by the American alternative rock band Bad Religion from their 1990 album *Against the Grain*.
  • D. Faces of Hunger
    Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
  • E. The Poor & Hungry
    The Poor & Hungry is a low-budget independent drama film written and directed by Craig Brewer that helped launch his filmmaking career.
  • 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea5d209881908754eb07a47e478a completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e13f716881909ec0aeebf9932fca completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e55c71f88190b46b6652d29bc02b completed May 17, 2026, 3:57 p.m.
NED2 Entity disambiguation (via description) batch_6a09e5bd9be0819084db29a639f117fc completed May 17, 2026, 3:58 p.m.
Created at: April 16, 2026, 6:24 p.m.