Triple

T19702996
Position Surface form Disambiguated ID Type / Status
Subject Culture Jam: How to Reverse America's Suicidal Consumer Binge – And Why We Must E473141 entity
Predicate publisher P29 FINISHED
Object Quill
Quill is a publishing imprint known for releasing mass-market and trade paperback editions of nonfiction and other popular titles.
E1391263 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: Quill | Statement: [Culture Jam: How to Reverse America's Suicidal Consumer Binge – And Why We Must, publisher, Quill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quill
Context triple: [Culture Jam: How to Reverse America's Suicidal Consumer Binge – And Why We Must, publisher, Quill]
  • A. Quill
    Quill is an alien species from the Doctor Who spin-off series "Class," known for its warrior culture and complex relationship with humanity.
  • B. Scribe
    Scribe is a technical and scholarly rank within the Brotherhood of Steel in the Fallout universe, responsible for researching, preserving, and maintaining advanced technology and knowledge.
  • C. Scribe
    Scribe is a New Zealand hip hop artist and rapper best known for his early-2000s hits like "Stand Up" and "Not Many."
  • D. The Pen
    The Pen is the English title of Surah Al-Qalam, a chapter of the Qur’an that emphasizes the importance of moral character, divine wisdom, and the prophetic mission.
  • E. The Pen
    The Pen is the professional nickname of Sean Garrett, a prominent American songwriter and producer known for crafting numerous chart-topping R&B and hip-hop hits.
  • 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: Quill
Triple: [Culture Jam: How to Reverse America's Suicidal Consumer Binge – And Why We Must, publisher, Quill]
Generated description
Quill is a publishing imprint known for releasing mass-market and trade paperback editions of nonfiction and other popular titles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quill
Target entity description: Quill is a publishing imprint known for releasing mass-market and trade paperback editions of nonfiction and other popular titles.
  • A. Quill
    Quill is an alien species from the Doctor Who spin-off series "Class," known for its warrior culture and complex relationship with humanity.
  • B. Scribe
    Scribe is a technical and scholarly rank within the Brotherhood of Steel in the Fallout universe, responsible for researching, preserving, and maintaining advanced technology and knowledge.
  • C. Scribe
    Scribe is a New Zealand hip hop artist and rapper best known for his early-2000s hits like "Stand Up" and "Not Many."
  • D. The Pen
    The Pen is the English title of Surah Al-Qalam, a chapter of the Qur’an that emphasizes the importance of moral character, divine wisdom, and the prophetic mission.
  • E. The Pen
    The Pen is the professional nickname of Sean Garrett, a prominent American songwriter and producer known for crafting numerous chart-topping R&B and hip-hop hits.
  • 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e642b758348190b0cf58d6b2f13e7f completed April 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ab98bda48190b61ac274459954bd completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07acc9e5488190ba55f47af118fca2 completed May 15, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_6a07ad8aefc4819098768025121123ba completed May 15, 2026, 11:34 p.m.
Created at: April 10, 2026, 1:46 p.m.