Triple
T15419556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Arnold |
E369336
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Shelby Roos
Shelby Roos is an American political consultant and strategist best known for her work in Democratic politics and her past marriage to actor and comedian Tom Arnold.
|
E1173709
|
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: Shelby Roos | Statement: [Tom Arnold, spouse, Shelby Roos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shelby Roos Context triple: [Tom Arnold, spouse, Shelby Roos]
-
A.
Shauneen Bruder
Shauneen Bruder is a Canadian business leader and executive who has served as chancellor of the University of Guelph.
-
B.
Kelsey Burrell
Kelsey Burrell is known as the child of the Jamaican-American reggae fusion singer and rapper Shaggy.
-
C.
Brie Shaffer
Brie Shaffer is an American screenwriter and actress best known for her work behind the scenes and for being married to actor Michael Peña.
-
D.
Kaylee DeFer
Kaylee DeFer is an American actress best known for her television roles in series such as "The War at Home" and "Gossip Girl."
-
E.
Kaitlyn Robrock
Kaitlyn Robrock is an American voice actress best known for portraying iconic animated characters, including serving as the current voice of Minnie Mouse for Disney.
- 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: Shelby Roos Triple: [Tom Arnold, spouse, Shelby Roos]
Generated description
Shelby Roos is an American political consultant and strategist best known for her work in Democratic politics and her past marriage to actor and comedian Tom Arnold.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shelby Roos Target entity description: Shelby Roos is an American political consultant and strategist best known for her work in Democratic politics and her past marriage to actor and comedian Tom Arnold.
-
A.
Shauneen Bruder
Shauneen Bruder is a Canadian business leader and executive who has served as chancellor of the University of Guelph.
-
B.
Kelsey Burrell
Kelsey Burrell is known as the child of the Jamaican-American reggae fusion singer and rapper Shaggy.
-
C.
Brie Shaffer
Brie Shaffer is an American screenwriter and actress best known for her work behind the scenes and for being married to actor Michael Peña.
-
D.
Kaylee DeFer
Kaylee DeFer is an American actress best known for her television roles in series such as "The War at Home" and "Gossip Girl."
-
E.
Kaitlyn Robrock
Kaitlyn Robrock is an American voice actress best known for portraying iconic animated characters, including serving as the current voice of Minnie Mouse for Disney.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ebce4f48190ba282ecb4fb2f6fa |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff82e376f08190b5ae9793a0381204 |
completed | May 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69ff83a48be88190b0d32c3657a596ea |
completed | May 9, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8469354c819080b8cfddb7c66be5 |
completed | May 9, 2026, 7 p.m. |
Created at: April 10, 2026, 3:20 a.m.