Triple
T13348970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Randy Orton |
E318023
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Samantha Speno
Samantha Speno is an American former gymnastics instructor, makeup artist, and reality TV personality best known for her past marriage to WWE wrestler Randy Orton.
|
E1161469
|
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: Samantha Speno | Statement: [Randy Orton, spouse, Samantha Speno]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samantha Speno Context triple: [Randy Orton, spouse, Samantha Speno]
-
A.
Samantha Boscarino
Samantha Boscarino is an American actress best known for her roles in teen-oriented television series and films, including a starring role on Nickelodeon’s "How to Rock."
-
B.
Samantha Lemole
Samantha Lemole is an actress best known for her role in the horror film "Saw VI."
-
C.
Samantha Nisenboim
Samantha Nisenboim is a film producer known for her work on the 2023 horror-comedy movie "Renfield."
-
D.
Samantha Borgens
Samantha Borgens is a central character in the romantic drama film "Stuck in Love," portrayed as a sharp, emotionally guarded young writer navigating complicated family and romantic relationships.
-
E.
Samantha Bryant
Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
- 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: Samantha Speno Triple: [Randy Orton, spouse, Samantha Speno]
Generated description
Samantha Speno is an American former gymnastics instructor, makeup artist, and reality TV personality best known for her past marriage to WWE wrestler Randy Orton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samantha Speno Target entity description: Samantha Speno is an American former gymnastics instructor, makeup artist, and reality TV personality best known for her past marriage to WWE wrestler Randy Orton.
-
A.
Samantha Boscarino
Samantha Boscarino is an American actress best known for her roles in teen-oriented television series and films, including a starring role on Nickelodeon’s "How to Rock."
-
B.
Samantha Lemole
Samantha Lemole is an actress best known for her role in the horror film "Saw VI."
-
C.
Samantha Nisenboim
Samantha Nisenboim is a film producer known for her work on the 2023 horror-comedy movie "Renfield."
-
D.
Samantha Borgens
Samantha Borgens is a central character in the romantic drama film "Stuck in Love," portrayed as a sharp, emotionally guarded young writer navigating complicated family and romantic relationships.
-
E.
Samantha Bryant
Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
- 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_69d806b5a3c08190b42c267fb092f98a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99e8b28e48190a23194e03a74b41b |
completed | April 11, 2026, 1:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d3551cc8190848c14c15da07dc4 |
completed | May 9, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69ff3df53f14819094c1744d45d62431 |
completed | May 9, 2026, 2 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff3eab3ec88190b206ecf1b38524c7 |
completed | May 9, 2026, 2:03 p.m. |
Created at: April 9, 2026, 9:31 p.m.