Triple

T18192202
Position Surface form Disambiguated ID Type / Status
Subject Katherine Murphy E435564 entity
Predicate employer P7 FINISHED
Object Dr. Daniel "Danny" Maccabee
Dr. Daniel "Danny" Maccabee is a successful plastic surgeon and the main protagonist of the romantic comedy film "Just Go with It," known for enlisting his assistant to pose as his ex-wife to cover up a lie.
 E1311034 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: Dr. Daniel "Danny" Maccabee | Statement: [Katherine Murphy, employer, Dr. Daniel "Danny" Maccabee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr. Daniel "Danny" Maccabee
Context triple: [Katherine Murphy, employer, Dr. Daniel "Danny" Maccabee]
  • A. Jack Mullaney
    Jack Mullaney was an American character actor known for his comedic roles in mid-20th-century film and television.
  • B. Elliot Mazer
    Elliot Mazer was an American record producer best known for his work with Neil Young and other major rock and folk artists in the 1970s.
  • C. Bill Denbrough
    Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
  • D. George Denbrough
    George Denbrough is a young boy from Stephen King's horror novel "It," whose tragic death at the hands of Pennywise the Clown drives much of the story's emotional and narrative conflict.
  • E. Rafe Adler
    Rafe Adler is a wealthy, ruthless treasure hunter and the primary human villain in the video game Uncharted 4: A Thief's End.
  • 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: Dr. Daniel "Danny" Maccabee
Triple: [Katherine Murphy, employer, Dr. Daniel "Danny" Maccabee]
Generated description
Dr. Daniel "Danny" Maccabee is a successful plastic surgeon and the main protagonist of the romantic comedy film "Just Go with It," known for enlisting his assistant to pose as his ex-wife to cover up a lie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr. Daniel "Danny" Maccabee
Target entity description: Dr. Daniel "Danny" Maccabee is a successful plastic surgeon and the main protagonist of the romantic comedy film "Just Go with It," known for enlisting his assistant to pose as his ex-wife to cover up a lie.
  • A. Jack Mullaney
    Jack Mullaney was an American character actor known for his comedic roles in mid-20th-century film and television.
  • B. Elliot Mazer
    Elliot Mazer was an American record producer best known for his work with Neil Young and other major rock and folk artists in the 1970s.
  • C. Bill Denbrough
    Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
  • D. George Denbrough
    George Denbrough is a young boy from Stephen King's horror novel "It," whose tragic death at the hands of Pennywise the Clown drives much of the story's emotional and narrative conflict.
  • E. Rafe Adler
    Rafe Adler is a wealthy, ruthless treasure hunter and the primary human villain in the video game Uncharted 4: A Thief's End.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e0d05974819094b4a50d081be881 completed April 19, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0398090dc0819082d4bd4df858f847 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0399663b388190b7227e1dca0040a7 completed May 12, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_6a0399ff18948190ad2c3fbe1e5986cc completed May 12, 2026, 9:22 p.m.
Created at: April 10, 2026, 10:31 a.m.