Triple

T22165138
Position Surface form Disambiguated ID Type / Status
Subject Born Again E547770 entity
Predicate producer P490 FINISHED
Object Robin Black
Robin Black is a music producer best known for his work on the Christian rock album "Born Again."
E1523642 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: Robin Black | Statement: [Born Again, producer, Robin Black]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robin Black
Context triple: [Born Again, producer, Robin Black]
  • A. Isla Black
    Isla Black is a lesser-known member of the pure-blood wizarding Black family in the Harry Potter universe.
  • B. Tamsyn Muir
    Tamsyn Muir is a New Zealand author best known for her Locked Tomb series, which blends science fantasy, necromancy, and dark humor.
  • C. Jully Black
    Jully Black is a Canadian R&B singer, songwriter, and actress often called the "Queen of R&B" in Canada.
  • D. Charlotte Blackwood
    Charlotte Blackwood, often called "Charlie," is a fictional civilian flight instructor and love interest of Maverick in the 1986 film *Top Gun*.
  • E. Ayleth Bruce
    Ayleth Bruce was a lesser-known Scottish noblewoman of the early 14th century, belonging to the Bruce family that played a central role in the Wars of Scottish Independence.
  • 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: Robin Black
Triple: [Born Again, producer, Robin Black]
Generated description
Robin Black is a music producer best known for his work on the Christian rock album "Born Again."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robin Black
Target entity description: Robin Black is a music producer best known for his work on the Christian rock album "Born Again."
  • A. Isla Black
    Isla Black is a lesser-known member of the pure-blood wizarding Black family in the Harry Potter universe.
  • B. Tamsyn Muir
    Tamsyn Muir is a New Zealand author best known for her Locked Tomb series, which blends science fantasy, necromancy, and dark humor.
  • C. Jully Black
    Jully Black is a Canadian R&B singer, songwriter, and actress often called the "Queen of R&B" in Canada.
  • D. Charlotte Blackwood
    Charlotte Blackwood, often called "Charlie," is a fictional civilian flight instructor and love interest of Maverick in the 1986 film *Top Gun*.
  • E. Ayleth Bruce
    Ayleth Bruce was a lesser-known Scottish noblewoman of the early 14th century, belonging to the Bruce family that played a central role in the Wars of Scottish Independence.
  • 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_69e11e3c4c5c81908d336165816b12e0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a314cc081908857c13d018d52b2 completed April 28, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ebeab0081908baf171fd1e7b241 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0aa2c897f481908f379e8b956b6cfc completed May 18, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa3313bb88190b1223ee5268bc859 completed May 18, 2026, 5:27 a.m.
Created at: April 16, 2026, 8:34 p.m.