Triple
T23211711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jersey Shore |
E580609
|
entity |
| Predicate | featuresCastMember |
P7010
|
FINISHED |
| Object |
Sammi Giancola
Sammi Giancola is an American television personality best known as one of the original housemates on the MTV reality series "Jersey Shore."
|
E1575208
|
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: Sammi Giancola | Statement: [Jersey Shore, featuresCastMember, Sammi Giancola]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sammi Giancola Context triple: [Jersey Shore, featuresCastMember, Sammi Giancola]
-
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 Micelli
Samantha Micelli is the spirited, intelligent teenage daughter of housekeeper Tony Micelli on the American sitcom "Who's the Boss?".
-
C.
Sarah DiLeo
Sarah DiLeo is a film and television producer best known for her work on the acclaimed documentary "A Band Called Death."
-
D.
Julie Grigio
Julie Grigio is the resilient human protagonist of the post-apocalyptic paranormal romance novel and film "Warm Bodies," who forms an unlikely bond with a zombie that challenges the boundaries between the living and the dead.
-
E.
Melanie Ciccone
Melanie Ciccone is an American woman best known as the younger sister of pop icon Madonna (born Madonna Louise Ciccone).
- 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: Sammi Giancola Triple: [Jersey Shore, featuresCastMember, Sammi Giancola]
Generated description
Sammi Giancola is an American television personality best known as one of the original housemates on the MTV reality series "Jersey Shore."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sammi Giancola Target entity description: Sammi Giancola is an American television personality best known as one of the original housemates on the MTV reality series "Jersey Shore."
-
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 Micelli
Samantha Micelli is the spirited, intelligent teenage daughter of housekeeper Tony Micelli on the American sitcom "Who's the Boss?".
-
C.
Sarah DiLeo
Sarah DiLeo is a film and television producer best known for her work on the acclaimed documentary "A Band Called Death."
-
D.
Julie Grigio
Julie Grigio is the resilient human protagonist of the post-apocalyptic paranormal romance novel and film "Warm Bodies," who forms an unlikely bond with a zombie that challenges the boundaries between the living and the dead.
-
E.
Melanie Ciccone
Melanie Ciccone is an American woman best known as the younger sister of pop icon Madonna (born Madonna Louise Ciccone).
- 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_69e24602ae1481908aaa6bc7ca493867 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f191620378819096362252c3b819b6 |
completed | April 29, 2026, 5:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30c6a3688190a6569c98399d334f |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c3301e2d08190929ff173d720ebee |
completed | May 19, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c3793c0d481908afb12f0cbf56f9b |
completed | May 19, 2026, 10:12 a.m. |
Created at: April 17, 2026, 4:07 p.m.