Triple

T14541103
Position Surface form Disambiguated ID Type / Status
Subject When You Look Me in the Eyes E341169 entity
Predicate writer P1360 FINISHED
Object PJ Bianco
PJ Bianco is an American songwriter and producer known for his work with pop artists such as the Jonas Brothers.
E1105424 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: PJ Bianco | Statement: [When You Look Me in the Eyes, writer, PJ Bianco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PJ Bianco
Context triple: [When You Look Me in the Eyes, writer, PJ Bianco]
  • A. Jina Panebianco
    Jina Panebianco is a film and television producer known for co-founding Passionflix, a streaming platform dedicated to romance content.
  • B. Al Pitrelli
    Al Pitrelli is an American rock and metal guitarist best known for his work with Megadeth, Savatage, and the Trans-Siberian Orchestra.
  • C. Paul Piana
    Paul Piana is an American rock climber best known for pioneering the first free ascent of El Capitan’s Salathé Wall in Yosemite, a landmark achievement in big-wall free climbing.
  • D. Petrocelli
    Petrocelli is an Italian surname most notably associated with former Boston Red Sox All-Star infielder Rico Petrocelli.
  • E. Enrico Bianco
    Enrico Bianco was an Italian-born Brazilian painter known for his modernist works and collaborations with prominent Brazilian artists in the mid-20th century.
  • 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: PJ Bianco
Triple: [When You Look Me in the Eyes, writer, PJ Bianco]
Generated description
PJ Bianco is an American songwriter and producer known for his work with pop artists such as the Jonas Brothers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PJ Bianco
Target entity description: PJ Bianco is an American songwriter and producer known for his work with pop artists such as the Jonas Brothers.
  • A. Jina Panebianco
    Jina Panebianco is a film and television producer known for co-founding Passionflix, a streaming platform dedicated to romance content.
  • B. Al Pitrelli
    Al Pitrelli is an American rock and metal guitarist best known for his work with Megadeth, Savatage, and the Trans-Siberian Orchestra.
  • C. Paul Piana
    Paul Piana is an American rock climber best known for pioneering the first free ascent of El Capitan’s Salathé Wall in Yosemite, a landmark achievement in big-wall free climbing.
  • D. Petrocelli
    Petrocelli is an Italian surname most notably associated with former Boston Red Sox All-Star infielder Rico Petrocelli.
  • E. Enrico Bianco
    Enrico Bianco was an Italian-born Brazilian painter known for his modernist works and collaborations with prominent Brazilian artists in the mid-20th century.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1bd0dd4819094c8b2f2aa6b1c5e completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a5eb85c8190a0c1696b63ddf8e1 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7d7245808190b30d591407731bd5 completed May 8, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd7dfc22008190a2c37bed8fd8d21a completed May 8, 2026, 6:09 a.m.
Created at: April 10, 2026, 1:22 a.m.