Triple

T14558867
Position Surface form Disambiguated ID Type / Status
Subject The Wedding Planner E341615 entity
Predicate supportingActorRole P44204 FINISHED
Object Justin Chambers as Massimo
Justin Chambers as Massimo is the charming Italian fiancé character in the romantic comedy film "The Wedding Planner."
E1107426 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: Justin Chambers as Massimo | Statement: [The Wedding Planner, supportingActorRole, Justin Chambers as Massimo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justin Chambers as Massimo
Context triple: [The Wedding Planner, supportingActorRole, Justin Chambers as Massimo]
  • A. Ryan Anthony Massaro
    Ryan Anthony Massaro is the birth name of Amos Lee, an American singer-songwriter known for his soulful blend of folk, rock, and R&B.
  • B. Adam Baldwin as Joey Rosselini
    Adam Baldwin as Joey Rosselini is a supporting character in the action film "Next of Kin," portrayed as a ruthless mob enforcer involved in the central conflict.
  • C. Tony Lo Bianco as Dominic
    Tony Lo Bianco as Dominic is a character played by actor Tony Lo Bianco in the film "Somewhere in Queens."
  • D. Oscar Isaac as Nathan Bateman
    Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
  • E. Christian Slater as Daniel Molloy
    Christian Slater as Daniel Molloy is the journalist character in the 1994 film "Interview with the Vampire" who records Louis de Pointe du Lac’s centuries-spanning life story.
  • 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: Justin Chambers as Massimo
Triple: [The Wedding Planner, supportingActorRole, Justin Chambers as Massimo]
Generated description
Justin Chambers as Massimo is the charming Italian fiancé character in the romantic comedy film "The Wedding Planner."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justin Chambers as Massimo
Target entity description: Justin Chambers as Massimo is the charming Italian fiancé character in the romantic comedy film "The Wedding Planner."
  • A. Ryan Anthony Massaro
    Ryan Anthony Massaro is the birth name of Amos Lee, an American singer-songwriter known for his soulful blend of folk, rock, and R&B.
  • B. Adam Baldwin as Joey Rosselini
    Adam Baldwin as Joey Rosselini is a supporting character in the action film "Next of Kin," portrayed as a ruthless mob enforcer involved in the central conflict.
  • C. Tony Lo Bianco as Dominic
    Tony Lo Bianco as Dominic is a character played by actor Tony Lo Bianco in the film "Somewhere in Queens."
  • D. Oscar Isaac as Nathan Bateman
    Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
  • E. Christian Slater as Daniel Molloy
    Christian Slater as Daniel Molloy is the journalist character in the 1994 film "Interview with the Vampire" who records Louis de Pointe du Lac’s centuries-spanning life story.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3881b788190922932fb8ff81160 completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac003b08190923d469b3422cdab completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8b2989288190812565b3b59ad1fc completed May 8, 2026, 7:05 a.m.
NED2 Entity disambiguation (via description) batch_69fd8db224948190ac797626aa0c38ec completed May 8, 2026, 7:16 a.m.
Created at: April 10, 2026, 1:23 a.m.