Triple

T15904911
Position Surface form Disambiguated ID Type / Status
Subject Marcello Mastroianni E385685 entity
Predicate notableWork P4 FINISHED
Object Used People
Used People is a 1992 romantic comedy-drama film about a widowed woman and her eccentric Italian suitor, starring Shirley MacLaine and Marcello Mastroianni.
E1183523 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: Used People | Statement: [Marcello Mastroianni, notableWork, Used People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Used People
Context triple: [Marcello Mastroianni, notableWork, Used People]
  • A. No Use for a Name
    No Use for a Name was an influential American punk rock band known for its melodic skate punk sound and significant role in the 1990s punk revival.
  • B. Used to Be Bad
    "Used to Be Bad" is a blues-influenced rock song by Paul McCartney and Steve Miller, featured on McCartney's 1997 album "Flaming Pie."
  • C. Get Used to It
    "Get Used to It" is a funk and acid jazz album by The Brand New Heavies that showcases their signature blend of soulful vocals, horn-driven grooves, and danceable rhythms.
  • D. Misery Business
    "Misery Business" is a breakthrough pop-punk/emo song by American rock band Paramore, widely recognized for propelling them to mainstream popularity in the late 2000s.
  • E. Bad Things
    "Bad Things" is a Southern rock song by Jace Everett best known as the theme music for the HBO vampire drama series True Blood.
  • 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: Used People
Triple: [Marcello Mastroianni, notableWork, Used People]
Generated description
Used People is a 1992 romantic comedy-drama film about a widowed woman and her eccentric Italian suitor, starring Shirley MacLaine and Marcello Mastroianni.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Used People
Target entity description: Used People is a 1992 romantic comedy-drama film about a widowed woman and her eccentric Italian suitor, starring Shirley MacLaine and Marcello Mastroianni.
  • A. No Use for a Name
    No Use for a Name was an influential American punk rock band known for its melodic skate punk sound and significant role in the 1990s punk revival.
  • B. Used to Be Bad
    "Used to Be Bad" is a blues-influenced rock song by Paul McCartney and Steve Miller, featured on McCartney's 1997 album "Flaming Pie."
  • C. Get Used to It
    "Get Used to It" is a funk and acid jazz album by The Brand New Heavies that showcases their signature blend of soulful vocals, horn-driven grooves, and danceable rhythms.
  • D. Misery Business
    "Misery Business" is a breakthrough pop-punk/emo song by American rock band Paramore, widely recognized for propelling them to mainstream popularity in the late 2000s.
  • E. Bad Things
    "Bad Things" is a Southern rock song by Jace Everett best known as the theme music for the HBO vampire drama series True Blood.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1565956588190ba4726a2879b677d completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb051a05081908c349cd9a1ff247a completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb1742e2c8190ab7fd714a8f38312 completed May 9, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1eedaf481908d70e3517fbd5492 completed May 9, 2026, 10:15 p.m.
Created at: April 10, 2026, 4:52 a.m.