Triple
T21380637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Giorgia Whigham |
E527342
|
entity |
| Predicate | notableRole |
P22
|
FINISHED |
| Object |
Amy Bendix in The Punisher
Amy Bendix in *The Punisher* is a street-smart teenage grifter who becomes a key ally and surrogate daughter figure to Frank Castle in the Marvel/Netflix series.
|
E1481087
|
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: Amy Bendix in The Punisher | Statement: [Giorgia Whigham, notableRole, Amy Bendix in The Punisher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amy Bendix in The Punisher Context triple: [Giorgia Whigham, notableRole, Amy Bendix in The Punisher]
-
A.
Valerie Masterson
Valerie Masterson is an English operatic soprano renowned for her performances in Mozart and Handel roles, particularly with the English National Opera during the late 20th century.
-
B.
Kelli Giddish
Kelli Giddish is an American actress best known for her role as Detective Amanda Rollins on the television series "Law & Order: Special Victims Unit."
-
C.
Elizabeth Marvel
Elizabeth Marvel is an American actress known for her versatile performances in film, television, and theater, including prominent roles in series like Homeland and House of Cards.
-
D.
Sharon Maguire
Sharon Maguire is a British film director best known for helming the hit romantic comedy "Bridget Jones’s Diary."
-
E.
Maura West
Maura West is an American actress best known for her long-running, Emmy-winning work in daytime soap operas.
- 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: Amy Bendix in The Punisher Triple: [Giorgia Whigham, notableRole, Amy Bendix in The Punisher]
Generated description
Amy Bendix in *The Punisher* is a street-smart teenage grifter who becomes a key ally and surrogate daughter figure to Frank Castle in the Marvel/Netflix series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amy Bendix in The Punisher Target entity description: Amy Bendix in *The Punisher* is a street-smart teenage grifter who becomes a key ally and surrogate daughter figure to Frank Castle in the Marvel/Netflix series.
-
A.
Valerie Masterson
Valerie Masterson is an English operatic soprano renowned for her performances in Mozart and Handel roles, particularly with the English National Opera during the late 20th century.
-
B.
Kelli Giddish
Kelli Giddish is an American actress best known for her role as Detective Amanda Rollins on the television series "Law & Order: Special Victims Unit."
-
C.
Elizabeth Marvel
Elizabeth Marvel is an American actress known for her versatile performances in film, television, and theater, including prominent roles in series like Homeland and House of Cards.
-
D.
Sharon Maguire
Sharon Maguire is a British film director best known for helming the hit romantic comedy "Bridget Jones’s Diary."
-
E.
Maura West
Maura West is an American actress best known for her long-running, Emmy-winning work in daytime soap operas.
- 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0cdab8c8190a7eebe6e5961ee75 |
completed | April 22, 2026, 11:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09b42473b08190b0cf48ed71c09de4 |
completed | May 17, 2026, 12:27 p.m. |
| NEDg | Description generation | batch_6a09b494bc348190b72a5e862b74711a |
completed | May 17, 2026, 12:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09b60be86c8190ba4e0890da8dadb1 |
completed | May 17, 2026, 12:35 p.m. |
Created at: April 16, 2026, 5:11 p.m.