Triple

T23561113
Position Surface form Disambiguated ID Type / Status
Subject Will Truman E579237 entity
Predicate hasChild P369 FINISHED
Object Benji (with Grace Adler, via co-parenting arrangement in revival continuity)
Benji is the son of Will Truman and Grace Adler in the revival continuity of the sitcom "Will & Grace," born through their co-parenting arrangement.
 E1590310 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: Benji (with Grace Adler, via co-parenting arrangement in revival continuity) | Statement: [Will Truman, hasChild, Benji (with Grace Adler, via co-parenting arrangement in revival continuity)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benji (with Grace Adler, via co-parenting arrangement in revival continuity)
Context triple: [Will Truman, hasChild, Benji (with Grace Adler, via co-parenting arrangement in revival continuity)]
  • A. Andrew “Benji” Veniamin
    Andrew “Benji” Veniamin was a notorious Melbourne underworld hitman and key figure in the city’s gangland killings during the early 2000s.
  • B. Jon Adler
    Jon Adler is a scientific researcher who co-authored a 2021 study published in the journal Nature.
  • C. Benji B
    Benji B is a British DJ, radio presenter, and music producer known for his influential BBC Radio 1 shows and work with artists across hip-hop, electronic, and experimental music.
  • D. Gabby Adler
    Gabby Adler is the daughter of Jane Adler, a central character in the romantic comedy film "It's Complicated."
  • E. Gabby Adler
    Gabby Adler is the child of Jake Adler, known primarily in relation to her father.
  • 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: Benji (with Grace Adler, via co-parenting arrangement in revival continuity)
Triple: [Will Truman, hasChild, Benji (with Grace Adler, via co-parenting arrangement in revival continuity)]
Generated description
Benji is the son of Will Truman and Grace Adler in the revival continuity of the sitcom "Will & Grace," born through their co-parenting arrangement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benji (with Grace Adler, via co-parenting arrangement in revival continuity)
Target entity description: Benji is the son of Will Truman and Grace Adler in the revival continuity of the sitcom "Will & Grace," born through their co-parenting arrangement.
  • A. Andrew “Benji” Veniamin
    Andrew “Benji” Veniamin was a notorious Melbourne underworld hitman and key figure in the city’s gangland killings during the early 2000s.
  • B. Jon Adler
    Jon Adler is a scientific researcher who co-authored a 2021 study published in the journal Nature.
  • C. Benji B
    Benji B is a British DJ, radio presenter, and music producer known for his influential BBC Radio 1 shows and work with artists across hip-hop, electronic, and experimental music.
  • D. Gabby Adler
    Gabby Adler is the daughter of Jane Adler, a central character in the romantic comedy film "It's Complicated."
  • E. Gabby Adler
    Gabby Adler is the child of Jake Adler, known primarily in relation to her father.
  • 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_69e245fe24588190888f3aec8407d8e3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1af680ee88190a23a6f9fed7ae757 completed April 29, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf6bd58c8190af28bb72d950b15d completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce113d3d88190b97af92272a5100f completed May 19, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce187efa48190876f67fef4873af2 completed May 19, 2026, 10:17 p.m.
Created at: April 17, 2026, 6:17 p.m.