Triple
T5914060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Reunion |
E131533
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Michelle Flaherty
Michelle Flaherty is a central comedic character in the American Pie film series, known for her quirky, enthusiastic personality and memorable one-liners.
|
E612389
|
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: Michelle Flaherty | Statement: [American Reunion, mainCharacter, Michelle Flaherty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Flaherty Context triple: [American Reunion, mainCharacter, Michelle Flaherty]
-
A.
Bridget Moynahan
Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
-
B.
Valerie O'Herlihy
Valerie O'Herlihy is known as the wife of Irish-born television and film director Michael O'Herlihy.
-
C.
Caitlin FitzGerald
Caitlin FitzGerald is an American actress best known for her role as Libby Masters on the television drama series "Masters of Sex."
-
D.
Kathleen Brennan
Kathleen Brennan is an American songwriter and producer best known for her long-running creative partnership and marriage with musician Tom Waits, co-writing and shaping much of his later work.
-
E.
Nancy O’Malley
Nancy O’Malley is an American prosecutor known for serving as the elected District Attorney of Alameda County, California, and for her work on criminal justice reform and victim advocacy.
- 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: Michelle Flaherty Triple: [American Reunion, mainCharacter, Michelle Flaherty]
Generated description
Michelle Flaherty is a central comedic character in the American Pie film series, known for her quirky, enthusiastic personality and memorable one-liners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Flaherty Target entity description: Michelle Flaherty is a central comedic character in the American Pie film series, known for her quirky, enthusiastic personality and memorable one-liners.
-
A.
Bridget Moynahan
Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
-
B.
Valerie O'Herlihy
Valerie O'Herlihy is known as the wife of Irish-born television and film director Michael O'Herlihy.
-
C.
Caitlin FitzGerald
Caitlin FitzGerald is an American actress best known for her role as Libby Masters on the television drama series "Masters of Sex."
-
D.
Kathleen Brennan
Kathleen Brennan is an American songwriter and producer best known for her long-running creative partnership and marriage with musician Tom Waits, co-writing and shaping much of his later work.
-
E.
Nancy O’Malley
Nancy O’Malley is an American prosecutor known for serving as the elected District Attorney of Alameda County, California, and for her work on criminal justice reform and victim advocacy.
- 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_69c008593a44819081a07ae0efe6c574 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c037b9f0908190ad854e5f2600f114 |
completed | March 22, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f778438c8190bdc44ef9213f7ac3 |
completed | March 27, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69c6f86efd00819099d48fe7cb9640a3 |
completed | March 27, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f91ac7788190832a133c4fe046f1 |
completed | March 27, 2026, 9:39 p.m. |
Created at: March 22, 2026, 3:59 p.m.