Triple

T15132378
Position Surface form Disambiguated ID Type / Status
Subject Only the Lonely E361450 entity
Predicate mainCharacter P1183 FINISHED
Object Danny Muldoon
Danny Muldoon is a kind-hearted but overprotected Chicago cop who struggles to balance his devotion to his domineering mother with his desire for romantic love in the film "Only the Lonely."
E1137841 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: Danny Muldoon | Statement: [Only the Lonely, mainCharacter, Danny Muldoon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Muldoon
Context triple: [Only the Lonely, mainCharacter, Danny Muldoon]
  • A. Ray Looze
    Ray Looze is a highly respected American swimming coach best known for leading Indiana University’s swim program to national prominence and developing numerous elite collegiate and international swimmers.
  • B. Marv Tarplin
    Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
  • C. Ron McGovney
    Ron McGovney is an American bassist best known as the first bass player for the heavy metal band Metallica in their early formative years.
  • D. Dennis Austin
    Dennis Austin was a software engineer best known as the co-creator and principal developer of Microsoft PowerPoint, originally developed at Forethought Inc.
  • E. Ben Peeler
    Ben Peeler is an American musician and multi-instrumentalist best known as a founding member and original guitarist of the country-rock band The Mavericks.
  • 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: Danny Muldoon
Triple: [Only the Lonely, mainCharacter, Danny Muldoon]
Generated description
Danny Muldoon is a kind-hearted but overprotected Chicago cop who struggles to balance his devotion to his domineering mother with his desire for romantic love in the film "Only the Lonely."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Muldoon
Target entity description: Danny Muldoon is a kind-hearted but overprotected Chicago cop who struggles to balance his devotion to his domineering mother with his desire for romantic love in the film "Only the Lonely."
  • A. Ray Looze
    Ray Looze is a highly respected American swimming coach best known for leading Indiana University’s swim program to national prominence and developing numerous elite collegiate and international swimmers.
  • B. Marv Tarplin
    Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
  • C. Ron McGovney
    Ron McGovney is an American bassist best known as the first bass player for the heavy metal band Metallica in their early formative years.
  • D. Dennis Austin
    Dennis Austin was a software engineer best known as the co-creator and principal developer of Microsoft PowerPoint, originally developed at Forethought Inc.
  • E. Ben Peeler
    Ben Peeler is an American musician and multi-instrumentalist best known as a founding member and original guitarist of the country-rock band The Mavericks.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005b29a4c819087f8818e3f5788f5 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7fd3c448190b4b06fdc1ab2c6a7 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8bb774481908272929358817440 completed May 9, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69feb9384b4c81909fe80dec3abc1659 completed May 9, 2026, 4:34 a.m.
Created at: April 10, 2026, 3:06 a.m.