Triple

T1786638
Position Surface form Disambiguated ID Type / Status
Subject Where Is the Love? E39407 entity
Predicate writer P1360 FINISHED
Object Printz Board
Printz Board is an American songwriter, producer, and musician best known for his work with the Black Eyed Peas, including co-writing their hit song "Where Is the Love?".
E198370 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: Printz Board | Statement: [Where Is the Love?, writer, Printz Board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Printz Board
Context triple: [Where Is the Love?, writer, Printz Board]
  • A. Pan Books
    Pan Books is a British publishing imprint known for producing popular fiction and classic titles, including major science fiction works.
  • B. The Battle of the Books
    The Battle of the Books is a satirical prose work by Jonathan Swift that humorously stages a mock-epic conflict between advocates of ancient and modern learning.
  • C. Reading Is Fundamental
    Reading Is Fundamental is a major American nonprofit organization dedicated to promoting children’s literacy by providing books and reading resources to young people.
  • D. Wizard Island
    Wizard Island is a volcanic cinder cone rising above the surface of Oregon’s Crater Lake, known for its distinctive cone shape and forested slopes.
  • E. Early Edition
    Early Edition is an American fantasy-drama television series about a man who mysteriously receives the next day's newspaper and tries to prevent the tragedies it predicts.
  • 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: Printz Board
Triple: [Where Is the Love?, writer, Printz Board]
Generated description
Printz Board is an American songwriter, producer, and musician best known for his work with the Black Eyed Peas, including co-writing their hit song "Where Is the Love?".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Printz Board
Target entity description: Printz Board is an American songwriter, producer, and musician best known for his work with the Black Eyed Peas, including co-writing their hit song "Where Is the Love?".
  • A. Pan Books
    Pan Books is a British publishing imprint known for producing popular fiction and classic titles, including major science fiction works.
  • B. The Battle of the Books
    The Battle of the Books is a satirical prose work by Jonathan Swift that humorously stages a mock-epic conflict between advocates of ancient and modern learning.
  • C. Reading Is Fundamental
    Reading Is Fundamental is a major American nonprofit organization dedicated to promoting children’s literacy by providing books and reading resources to young people.
  • D. Wizard Island
    Wizard Island is a volcanic cinder cone rising above the surface of Oregon’s Crater Lake, known for its distinctive cone shape and forested slopes.
  • E. Early Edition
    Early Edition is an American fantasy-drama television series about a man who mysteriously receives the next day's newspaper and tries to prevent the tragedies it predicts.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa650ea238819093a15df6f9d73e2d completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9a66da8819085867355c174adce completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab3b5008190ba5a07636fe3f2eb completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaeb20390819098bad8951ec00d00 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:32 p.m.