Triple

T3286714
Position Surface form Disambiguated ID Type / Status
Subject From Dusk Till Dawn 2: Texas Blood Money E68998 entity
Predicate writer P1360 FINISHED
Object Boaz Yakin
Boaz Yakin is an American filmmaker and screenwriter known for writing and directing films such as "Fresh" and "Remember the Titans."
E344189 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: Boaz Yakin | Statement: [From Dusk Till Dawn 2: Texas Blood Money, writer, Boaz Yakin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boaz Yakin
Context triple: [From Dusk Till Dawn 2: Texas Blood Money, writer, Boaz Yakin]
  • A. Avi Arad
    Avi Arad is an Israeli-American film producer and former Marvel executive best known for helping launch the modern era of Marvel superhero movies.
  • B. Amnon Shashua
    Amnon Shashua is an Israeli computer scientist and entrepreneur best known as the co-founder and CEO of Mobileye, a leading company in advanced driver-assistance and autonomous driving technologies.
  • C. Joshua Ilan Gad
    Joshua Ilan Gad is an American actor and comedian best known for voicing Olaf in Disney's Frozen franchise and for his roles in film, television, and on Broadway.
  • D. Ilan Eshkeri
    Ilan Eshkeri is a British composer known for his orchestral film scores and collaborations on movies, television, and video games.
  • E. Joshua Donen
    Joshua Donen is an American film and television producer known for working on projects such as the Western film "The Quick and the Dead" and various high-profile genre productions.
  • 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: Boaz Yakin
Triple: [From Dusk Till Dawn 2: Texas Blood Money, writer, Boaz Yakin]
Generated description
Boaz Yakin is an American filmmaker and screenwriter known for writing and directing films such as "Fresh" and "Remember the Titans."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boaz Yakin
Target entity description: Boaz Yakin is an American filmmaker and screenwriter known for writing and directing films such as "Fresh" and "Remember the Titans."
  • A. Avi Arad
    Avi Arad is an Israeli-American film producer and former Marvel executive best known for helping launch the modern era of Marvel superhero movies.
  • B. Amnon Shashua
    Amnon Shashua is an Israeli computer scientist and entrepreneur best known as the co-founder and CEO of Mobileye, a leading company in advanced driver-assistance and autonomous driving technologies.
  • C. Joshua Ilan Gad
    Joshua Ilan Gad is an American actor and comedian best known for voicing Olaf in Disney's Frozen franchise and for his roles in film, television, and on Broadway.
  • D. Ilan Eshkeri
    Ilan Eshkeri is a British composer known for his orchestral film scores and collaborations on movies, television, and video games.
  • E. Joshua Donen
    Joshua Donen is an American film and television producer known for working on projects such as the Western film "The Quick and the Dead" and various high-profile genre productions.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05779d08190a5517951e71b1380 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e85b6a1081908581b2040b8ce261 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9783918819085ea73a8ed815f65 completed March 12, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69b2ea0189948190b1dab60aecf04b73 completed March 12, 2026, 4:29 p.m.
Created at: March 8, 2026, 3:10 p.m.