Triple

T20387785
Position Surface form Disambiguated ID Type / Status
Subject The Happening E498001 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Julian – John Leguizamo
Julian is a supporting character in the 2008 apocalyptic thriller film "The Happening," portrayed by actor John Leguizamo.
E1427559 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: Julian – John Leguizamo | Statement: [The Happening, characterPortrayedBy, Julian – John Leguizamo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julian – John Leguizamo
Context triple: [The Happening, characterPortrayedBy, Julian – John Leguizamo]
  • A. Julius Real
    Julius Real was a Texas politician and state senator after whom Real County in Texas was named.
  • B. Julián
    Julián is a given name of Latin origin, commonly used in Spanish-speaking countries as a variant of Julian.
  • C. Julian de Cordova
    Julian de Cordova was an American businessman, art collector, and philanthropist whose legacy includes the establishment of the deCordova Sculpture Park and Museum in Lincoln, Massachusetts.
  • D. Julian Adam
    Julian Adam is a person notable enough to be recognized as a prominent bearer of the surname Adam.
  • E. Julius First
    Julius First was a South African communist activist and the husband of anti-apartheid intellectual and journalist Ruth First.
  • 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: Julian – John Leguizamo
Triple: [The Happening, characterPortrayedBy, Julian – John Leguizamo]
Generated description
Julian is a supporting character in the 2008 apocalyptic thriller film "The Happening," portrayed by actor John Leguizamo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julian – John Leguizamo
Target entity description: Julian is a supporting character in the 2008 apocalyptic thriller film "The Happening," portrayed by actor John Leguizamo.
  • A. Julius Real
    Julius Real was a Texas politician and state senator after whom Real County in Texas was named.
  • B. Julián
    Julián is a given name of Latin origin, commonly used in Spanish-speaking countries as a variant of Julian.
  • C. Julian de Cordova
    Julian de Cordova was an American businessman, art collector, and philanthropist whose legacy includes the establishment of the deCordova Sculpture Park and Museum in Lincoln, Massachusetts.
  • D. Julian Adam
    Julian Adam is a person notable enough to be recognized as a prominent bearer of the surname Adam.
  • E. Julius First
    Julius First was a South African communist activist and the husband of anti-apartheid intellectual and journalist Ruth First.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790c935881908f901d058e6a83a9 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08761fdb8481908a4b9975c96aade9 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0876b11c248190aefac57c32293ff0 completed May 16, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_6a08772501e08190b6c104b3270cf2da completed May 16, 2026, 1:54 p.m.
Created at: April 16, 2026, 11:28 a.m.