Triple

T8776362
Position Surface form Disambiguated ID Type / Status
Subject Vamp E208592 entity
Predicate director P255 FINISHED
Object Richard Wenk
Richard Wenk is an American screenwriter and film director best known for writing action films such as "The Equalizer" series and "The Magnificent Seven" (2016).
 E776804 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: Richard Wenk | Statement: [Vamp, director, Richard Wenk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richard Wenk
Context triple: [Vamp, director, Richard Wenk]
  • A. Fredric Steinkamp
    Fredric Steinkamp was an American film editor best known for his acclaimed work on major Hollywood productions, including the Oscar-winning epic "Out of Africa."
  • B. Richard Berkling
    Richard Berkling is a Swedish sports executive best known for serving as chairman of the football club IFK Göteborg.
  • C. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • D. Michael T. Sauer
    Michael T. Sauer was an American judge best known for presiding over high-profile criminal cases in Los Angeles County.
  • E. Richard K.A. Kletting
    Richard K.A. Kletting was a prominent German-American architect best known for designing several landmark buildings in Utah, including the Utah State Capitol.
  • 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: Richard Wenk
Triple: [Vamp, director, Richard Wenk]
Generated description
Richard Wenk is an American screenwriter and film director best known for writing action films such as "The Equalizer" series and "The Magnificent Seven" (2016).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richard Wenk
Target entity description: Richard Wenk is an American screenwriter and film director best known for writing action films such as "The Equalizer" series and "The Magnificent Seven" (2016).
  • A. Fredric Steinkamp
    Fredric Steinkamp was an American film editor best known for his acclaimed work on major Hollywood productions, including the Oscar-winning epic "Out of Africa."
  • B. Richard Berkling
    Richard Berkling is a Swedish sports executive best known for serving as chairman of the football club IFK Göteborg.
  • C. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • D. Michael T. Sauer
    Michael T. Sauer was an American judge best known for presiding over high-profile criminal cases in Los Angeles County.
  • E. Richard K.A. Kletting
    Richard K.A. Kletting was a prominent German-American architect best known for designing several landmark buildings in Utah, including the Utah State Capitol.
  • 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_69ca835fbee88190bf625939bac48d7f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f5086088190b317cf2aac7bee83 completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cffd6b7eb88190b878165e41cf1df8 completed April 3, 2026, 5:48 p.m.
NEDg Description generation batch_69d003903e188190aed2683d969602b9 completed April 3, 2026, 6:14 p.m.
NED2 Entity disambiguation (via description) batch_69d003fba47c819087a2be245fc9da6a completed April 3, 2026, 6:16 p.m.
Created at: March 30, 2026, 6:42 p.m.