Triple

T10040023
Position Surface form Disambiguated ID Type / Status
Subject Bill & Ted’s Excellent Adventure E205270 entity
Predicate director P255 FINISHED
Object Stephen Herek E509644 NE FINISHED

How this triple was built (2 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: Stephen Herek | Statement: [Bill & Ted’s Excellent Adventure, director, Stephen Herek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Herek
Context triple: [Bill & Ted’s Excellent Adventure, director, Stephen Herek]
  • A. Stephen Herek chosen
    Stephen Herek is an American film director known for popular movies such as "Bill & Ted's Excellent Adventure," "The Mighty Ducks," and "Mr. Holland's Opus."
  • B. Jason Hehir
    Jason Hehir is an American documentary filmmaker best known for directing high-profile sports documentaries, including the acclaimed Michael Jordan and Chicago Bulls series "The Last Dance."
  • C. Scott Ehrlich
    Scott Ehrlich is a notable individual recognized for his contributions in his professional field, though specific widely known details about his work are not clearly established from the given information.
  • D. Scott Devendorf
    Scott Devendorf is an American bassist and multi-instrumentalist best known as a founding member of the indie rock band The National.
  • E. Shawn Eichman
    Shawn Eichman is an American political activist best known as a defendant in the landmark U.S. Supreme Court case that struck down federal prohibitions on flag desecration as unconstitutional.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcee186708190bc9fecd637b4f7e6 completed April 2, 2026, 2:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b60e988c8190839a088e65b15d07 completed April 5, 2026, 7:20 p.m.
Created at: March 30, 2026, 8:55 p.m.