Triple

T17065790
Position Surface form Disambiguated ID Type / Status
Subject Billie Frechette E414082 entity
Predicate spouse P13 FINISHED
Object Welton Sparks
Welton Sparks was the husband of Billie Frechette, who was known for her relationship with the infamous American bank robber John Dillinger.
E1248804 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: Welton Sparks | Statement: [Billie Frechette, spouse, Welton Sparks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Welton Sparks
Context triple: [Billie Frechette, spouse, Welton Sparks]
  • A. Mortimer Brewster
    Mortimer Brewster is the frantic, increasingly unhinged drama critic protagonist of the dark comedy film "Arsenic and Old Lace," who discovers his seemingly sweet aunts are serial poisoners.
  • B. Walter Nash
    Walter Nash was a prominent New Zealand statesman who served as the country’s 27th prime minister and a leading figure in the Labour Party during the mid-20th century.
  • C. Paul Wiggin
    Paul Wiggin is a former American football defensive end and coach best known for his long NFL playing career with the Cleveland Browns and subsequent coaching roles at both the professional and college levels.
  • D. Ralph Winters
    Ralph Winters was a film editor known for his work on numerous Hollywood movies across several decades.
  • E. Asa Packer
    Asa Packer was a 19th-century American industrialist, philanthropist, and politician best known for his role in the coal and railroad industries and for endowing Lehigh University.
  • 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: Welton Sparks
Triple: [Billie Frechette, spouse, Welton Sparks]
Generated description
Welton Sparks was the husband of Billie Frechette, who was known for her relationship with the infamous American bank robber John Dillinger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Welton Sparks
Target entity description: Welton Sparks was the husband of Billie Frechette, who was known for her relationship with the infamous American bank robber John Dillinger.
  • A. Mortimer Brewster
    Mortimer Brewster is the frantic, increasingly unhinged drama critic protagonist of the dark comedy film "Arsenic and Old Lace," who discovers his seemingly sweet aunts are serial poisoners.
  • B. Walter Nash
    Walter Nash was a prominent New Zealand statesman who served as the country’s 27th prime minister and a leading figure in the Labour Party during the mid-20th century.
  • C. Paul Wiggin
    Paul Wiggin is a former American football defensive end and coach best known for his long NFL playing career with the Cleveland Browns and subsequent coaching roles at both the professional and college levels.
  • D. Ralph Winters
    Ralph Winters was a film editor known for his work on numerous Hollywood movies across several decades.
  • E. Asa Packer
    Asa Packer was a 19th-century American industrialist, philanthropist, and politician best known for his role in the coal and railroad industries and for endowing Lehigh University.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3db8171348190ab68d2e4f05f7120 completed April 18, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01234e9a94819094618ba43b7d22b4 completed May 11, 2026, 12:31 a.m.
NEDg Description generation batch_6a01245aa7ec81909fa20befa29f590c completed May 11, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_6a01281c8bf08190a24d77fe6af595f4 completed May 11, 2026, 12:51 a.m.
Created at: April 10, 2026, 5:34 a.m.