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.