Triple

T12120469
Position Surface form Disambiguated ID Type / Status
Subject The Sum of All Fears E288679 entity
Predicate producer P490 FINISHED
Object Lisbeth Hummel
Lisbeth Hummel is a film producer best known for her work on major Hollywood thrillers such as "The Sum of All Fears."
E962688 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: Lisbeth Hummel | Statement: [The Sum of All Fears, producer, Lisbeth Hummel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lisbeth Hummel
Context triple: [The Sum of All Fears, producer, Lisbeth Hummel]
  • A. Lise Vogel
    Lise Vogel is a Marxist feminist theorist and sociologist best known for her pioneering work on social reproduction theory and the intersection of gender, class, and labor.
  • B. Thea Holme
    Thea Holme was a British actress and writer best known for her historical biographies and works on English domestic life.
  • C. Werna Gerhardsen
    Werna Gerhardsen was a Norwegian politician and Labour Party activist, best known as the influential wife and political partner of long-serving prime minister Einar Gerhardsen.
  • D. Lisbeth
    Lisbeth is a feminine given name, typically used as a shortened or variant form of Elizabeth.
  • E. Astrid Hofferson
    Astrid Hofferson is a brave and skilled Viking warrior and dragon rider from the "How to Train Your Dragon" franchise, known as Hiccup's close friend and eventual love interest.
  • 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: Lisbeth Hummel
Triple: [The Sum of All Fears, producer, Lisbeth Hummel]
Generated description
Lisbeth Hummel is a film producer best known for her work on major Hollywood thrillers such as "The Sum of All Fears."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lisbeth Hummel
Target entity description: Lisbeth Hummel is a film producer best known for her work on major Hollywood thrillers such as "The Sum of All Fears."
  • A. Lise Vogel
    Lise Vogel is a Marxist feminist theorist and sociologist best known for her pioneering work on social reproduction theory and the intersection of gender, class, and labor.
  • B. Thea Holme
    Thea Holme was a British actress and writer best known for her historical biographies and works on English domestic life.
  • C. Werna Gerhardsen
    Werna Gerhardsen was a Norwegian politician and Labour Party activist, best known as the influential wife and political partner of long-serving prime minister Einar Gerhardsen.
  • D. Lisbeth
    Lisbeth is a feminine given name, typically used as a shortened or variant form of Elizabeth.
  • E. Astrid Hofferson
    Astrid Hofferson is a brave and skilled Viking warrior and dragon rider from the "How to Train Your Dragon" franchise, known as Hiccup's close friend and eventual love interest.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91577a03c81909add7a5d7324a648 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f684172c81908b77daa243dc8ed8 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeeeb2081908191b1c2d1c2fbfd completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.