Triple
T15419557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Arnold |
E369336
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ashley Groussman
Ashley Groussman is an American woman best known for her former marriage to actor and comedian Tom Arnold.
|
E1187213
|
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: Ashley Groussman | Statement: [Tom Arnold, spouse, Ashley Groussman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Groussman Context triple: [Tom Arnold, spouse, Ashley Groussman]
-
A.
Ashley Carlson
Ashley Carlson is a fictional character from the 2007 thriller film "Disturbia," which follows a troubled teenager under house arrest who suspects his neighbor is a serial killer.
-
B.
Ashley Totten
Ashley Totten was a pioneering African American labor organizer and civil rights activist best known for helping to establish the first major Black labor union in the United States.
-
C.
Ashley Hinshaw
Ashley Hinshaw is an American actress and model known for roles in films like "Chronicle" and the series "True Blood."
-
D.
Ashley Malinger
Ashley Malinger is an American former child actress known for her television and film roles in the 1990s.
-
E.
Ashley Saunders
Ashley Saunders is a Bahamian artist, poet, and visionary builder best known for creating the eclectic, mosaic-covered Dolphin House Museum on Bimini.
- 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: Ashley Groussman Triple: [Tom Arnold, spouse, Ashley Groussman]
Generated description
Ashley Groussman is an American woman best known for her former marriage to actor and comedian Tom Arnold.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley Groussman Target entity description: Ashley Groussman is an American woman best known for her former marriage to actor and comedian Tom Arnold.
-
A.
Ashley Carlson
Ashley Carlson is a fictional character from the 2007 thriller film "Disturbia," which follows a troubled teenager under house arrest who suspects his neighbor is a serial killer.
-
B.
Ashley Totten
Ashley Totten was a pioneering African American labor organizer and civil rights activist best known for helping to establish the first major Black labor union in the United States.
-
C.
Ashley Hinshaw
Ashley Hinshaw is an American actress and model known for roles in films like "Chronicle" and the series "True Blood."
-
D.
Ashley Malinger
Ashley Malinger is an American former child actress known for her television and film roles in the 1990s.
-
E.
Ashley Saunders
Ashley Saunders is a Bahamian artist, poet, and visionary builder best known for creating the eclectic, mosaic-covered Dolphin House Museum on Bimini.
- 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_69ffc3aeb59c8190a39ccb4df7815ed0 |
completed | May 9, 2026, 11:30 p.m. |
| NEDg | Description generation | batch_69ffc47bce748190a651fff307aad88d |
completed | May 9, 2026, 11:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc4e14e1881909210a78426546e88 |
completed | May 9, 2026, 11:36 p.m. |
Created at: April 10, 2026, 3:20 a.m.