Triple

T7041435
Position Surface form Disambiguated ID Type / Status
Subject Anna Nicole Smith E163521 entity
Predicate spouse P13 FINISHED
Object J. Howard Marshall
J. Howard Marshall was an American oil tycoon and billionaire businessman best known for his late-in-life marriage to model and television personality Anna Nicole Smith and the ensuing legal battles over his estate.
E638712 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: J. Howard Marshall | Statement: [Anna Nicole Smith, spouse, J. Howard Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J. Howard Marshall
Context triple: [Anna Nicole Smith, spouse, J. Howard Marshall]
  • A. Raymond E. Brown
    Raymond E. Brown was a prominent 20th-century American Catholic biblical scholar renowned for his influential work on the Gospel of John and the Johannine community.
  • B. J. Tinsley Oden
    J. Tinsley Oden was a pioneering computational and applied mathematician known for his foundational contributions to finite element methods and computational mechanics.
  • C. James Key Caird
    James Key Caird was a prominent Scottish jute baron and philanthropist from Dundee, known for his substantial contributions to the city's civic and cultural institutions.
  • D. John Bright
    John Bright was an American screenwriter best known for his hard-boiled crime and gangster films during Hollywood’s classic era.
  • E. John Bright
    John Bright was a prominent 19th-century British Radical and Liberal statesman and orator, best known for his leadership in free-trade and parliamentary reform campaigns.
  • 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: J. Howard Marshall
Triple: [Anna Nicole Smith, spouse, J. Howard Marshall]
Generated description
J. Howard Marshall was an American oil tycoon and billionaire businessman best known for his late-in-life marriage to model and television personality Anna Nicole Smith and the ensuing legal battles over his estate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J. Howard Marshall
Target entity description: J. Howard Marshall was an American oil tycoon and billionaire businessman best known for his late-in-life marriage to model and television personality Anna Nicole Smith and the ensuing legal battles over his estate.
  • A. Raymond E. Brown
    Raymond E. Brown was a prominent 20th-century American Catholic biblical scholar renowned for his influential work on the Gospel of John and the Johannine community.
  • B. J. Tinsley Oden
    J. Tinsley Oden was a pioneering computational and applied mathematician known for his foundational contributions to finite element methods and computational mechanics.
  • C. James Key Caird
    James Key Caird was a prominent Scottish jute baron and philanthropist from Dundee, known for his substantial contributions to the city's civic and cultural institutions.
  • D. John Bright
    John Bright was an American screenwriter best known for his hard-boiled crime and gangster films during Hollywood’s classic era.
  • E. John Bright
    John Bright was a prominent 19th-century British Radical and Liberal statesman and orator, best known for his leadership in free-trade and parliamentary reform campaigns.
  • 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_69c6885e7c1c8190be32a8f79ab4e0cf completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e22544708190b0dffb5256d4cda6 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7886a24c48190bb461f26f87d6ef8 completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78a6d8e90819086596cf38cfb5f0a completed March 28, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69c78af2496881909c333da0c7903fb3 completed March 28, 2026, 8:01 a.m.
Created at: March 27, 2026, 2:36 p.m.