Triple

T10706603
Position Surface form Disambiguated ID Type / Status
Subject Ronald Lacey E252422 entity
Predicate portrayed P1668 FINISHED
Object Major Arnold Toht
Major Arnold Toht is the sadistic, black-clad Gestapo agent and primary Nazi antagonist in the film "Raiders of the Lost Ark."
 E880397 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: Major Arnold Toht | Statement: [Ronald Lacey, portrayed, Major Arnold Toht]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Major Arnold Toht
Context triple: [Ronald Lacey, portrayed, Major Arnold Toht]
  • A. Kurt Debus
    Kurt Debus was a German engineer and rocket scientist who later became the first director of NASA’s Kennedy Space Center, overseeing early U.S. space launch operations.
  • B. Otto Heller
    Otto Heller was a Czech-born cinematographer renowned for his stylish work on British films, including classics like "Peeping Tom" and "The Ipcress File."
  • C. Martin von Haselberg
    Martin von Haselberg is an Argentine-born performance artist and actor best known as one half of the avant-garde duo The Kipper Kids and for his long marriage to entertainer Bette Midler.
  • D. Georg Rotne
    Georg Rotne is a Danish architect best known for designing the iconic Øresund Bridge linking Denmark and Sweden.
  • E. Fred Herzog
    Fred Herzog was a silent film actor active in the 1920s, known for appearing in early American cinema 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: Major Arnold Toht
Triple: [Ronald Lacey, portrayed, Major Arnold Toht]
Generated description
Major Arnold Toht is the sadistic, black-clad Gestapo agent and primary Nazi antagonist in the film "Raiders of the Lost Ark."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Major Arnold Toht
Target entity description: Major Arnold Toht is the sadistic, black-clad Gestapo agent and primary Nazi antagonist in the film "Raiders of the Lost Ark."
  • A. Kurt Debus
    Kurt Debus was a German engineer and rocket scientist who later became the first director of NASA’s Kennedy Space Center, overseeing early U.S. space launch operations.
  • B. Otto Heller
    Otto Heller was a Czech-born cinematographer renowned for his stylish work on British films, including classics like "Peeping Tom" and "The Ipcress File."
  • C. Martin von Haselberg
    Martin von Haselberg is an Argentine-born performance artist and actor best known as one half of the avant-garde duo The Kipper Kids and for his long marriage to entertainer Bette Midler.
  • D. Georg Rotne
    Georg Rotne is a Danish architect best known for designing the iconic Øresund Bridge linking Denmark and Sweden.
  • E. Fred Herzog
    Fred Herzog was a silent film actor active in the 1920s, known for appearing in early American cinema 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fddfbed48190810bb3faee473fde completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998fe56dc8190ae0c987b28ec6206 completed April 11, 2026, 12:42 a.m.
NEDg Description generation batch_69d99e8632688190b3746649a124ca09 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69da625a1e8c8190b282e7a70bb7c876 completed April 11, 2026, 3:01 p.m.
Created at: April 8, 2026, 9:12 p.m.