Triple

T684652
Position Surface form Disambiguated ID Type / Status
Subject Hellboy II: The Golden Army E13257 entity
Predicate mainCharacter P1183 FINISHED
Object Liz Sherman
Liz Sherman is a powerful pyrokinetic human and key member of the Bureau for Paranormal Research and Defense in the Hellboy comic and film series.
E248841 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: Liz Sherman | Statement: [Hellboy II: The Golden Army, mainCharacter, Liz Sherman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liz Sherman
Context triple: [Hellboy II: The Golden Army, mainCharacter, Liz Sherman]
  • A. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • B. Ann Schmeltz Bowers
    Ann Schmeltz Bowers is an American technology executive and philanthropist known for her early leadership roles at Intel and Apple and for her significant charitable contributions, particularly in education and technology.
  • C. Mary Grace Slattery
    Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
  • D. Shirley Nash
    Shirley Nash was the wife of American rock and roll singer-songwriter Del Shannon, known for their long marriage during his music career.
  • E. Sherry Smith
    Sherry Smith was an early 20th-century Major League Baseball left-handed pitcher known for his strong performances in several World Series appearances.
  • 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: Liz Sherman
Triple: [Hellboy II: The Golden Army, mainCharacter, Liz Sherman]
Generated description
Liz Sherman is a powerful pyrokinetic human and key member of the Bureau for Paranormal Research and Defense in the Hellboy comic and film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liz Sherman
Target entity description: Liz Sherman is a powerful pyrokinetic human and key member of the Bureau for Paranormal Research and Defense in the Hellboy comic and film series.
  • A. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • B. Ann Schmeltz Bowers
    Ann Schmeltz Bowers is an American technology executive and philanthropist known for her early leadership roles at Intel and Apple and for her significant charitable contributions, particularly in education and technology.
  • C. Mary Grace Slattery
    Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
  • D. Shirley Nash
    Shirley Nash was the wife of American rock and roll singer-songwriter Del Shannon, known for their long marriage during his music career.
  • E. Sherry Smith
    Sherry Smith was an early 20th-century Major League Baseball left-handed pitcher known for his strong performances in several World Series appearances.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a0725c708190aa6edfee742ca4e6 completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae6ad5cfe4819083cb536c5d521d5d completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6b9da51c819085beb79a14f5d8b5 completed March 9, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c2a465c8190a9fe2a465e9ac3f0 completed March 9, 2026, 6:43 a.m.
Created at: March 1, 2026, 7:36 p.m.