Triple
T1878806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Good Will Hunting |
E39804
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Sean Maguire
Sean Maguire is the compassionate, tough-minded therapist and widowed professor who mentors Will Hunting in the film "Good Will Hunting."
|
E233070
|
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: Sean Maguire | Statement: [Good Will Hunting, character, Sean Maguire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sean Maguire Context triple: [Good Will Hunting, character, Sean Maguire]
-
A.
Andrew Duggan
Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
-
B.
Darragh MacAnthony
Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
-
C.
Sean Fitzpatrick
Sean Fitzpatrick is a legendary former New Zealand rugby union hooker widely regarded as one of the greatest players and leaders in All Blacks history.
-
D.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
-
E.
Seamus Costello
Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
- 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: Sean Maguire Triple: [Good Will Hunting, character, Sean Maguire]
Generated description
Sean Maguire is the compassionate, tough-minded therapist and widowed professor who mentors Will Hunting in the film "Good Will Hunting."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sean Maguire Target entity description: Sean Maguire is the compassionate, tough-minded therapist and widowed professor who mentors Will Hunting in the film "Good Will Hunting."
-
A.
Andrew Duggan
Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
-
B.
Darragh MacAnthony
Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
-
C.
Sean Fitzpatrick
Sean Fitzpatrick is a legendary former New Zealand rugby union hooker widely regarded as one of the greatest players and leaders in All Blacks history.
-
D.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
-
E.
Seamus Costello
Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0f8e9f08190a210440823fad69e |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3042bdf08190bf43c9246fcc114e |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae30e0411c81908cd19bf8d3525056 |
completed | March 9, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31849d7c8190a4e3c90334bf21a5 |
completed | March 9, 2026, 2:33 a.m. |
Created at: March 4, 2026, 7:34 p.m.