Triple
T18821659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flight (2012 film) |
E460276
|
entity |
| Predicate | characterPortrayedBy |
P1507
|
FINISHED |
| Object |
Hugh Lang – Don Cheadle
Hugh Lang is a character in the 2012 drama film "Flight," portrayed by Don Cheadle as a sharp, pragmatic attorney who represents the troubled pilot after a catastrophic airline accident.
|
E1344119
|
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: Hugh Lang – Don Cheadle | Statement: [Flight (2012 film), characterPortrayedBy, Hugh Lang – Don Cheadle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugh Lang – Don Cheadle Context triple: [Flight (2012 film), characterPortrayedBy, Hugh Lang – Don Cheadle]
-
A.
Tim Hughes
Tim Hughes is a recurring character on the American sitcom "Life in Pieces," appearing in the show's ensemble of interconnected family stories.
-
B.
Gregg Henry
Gregg Henry is an American character actor and musician known for his prolific work in film and television, often portraying intense or villainous roles.
-
C.
John Benjamin Hickey
John Benjamin Hickey is an American actor known for his work in film, television, and theater, including roles in projects like "The Big C" and "The Normal Heart."
-
D.
Mark Halliday
Mark Halliday is a mystery writer and the lover of Margot Wendice who becomes entangled in her husband's murder plot in the play and film "Dial M for Murder."
-
E.
Joel O’Brien
Joel O’Brien is a musician known for his work featured on the album "Tapestry."
- 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: Hugh Lang – Don Cheadle Triple: [Flight (2012 film), characterPortrayedBy, Hugh Lang – Don Cheadle]
Generated description
Hugh Lang is a character in the 2012 drama film "Flight," portrayed by Don Cheadle as a sharp, pragmatic attorney who represents the troubled pilot after a catastrophic airline accident.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugh Lang – Don Cheadle Target entity description: Hugh Lang is a character in the 2012 drama film "Flight," portrayed by Don Cheadle as a sharp, pragmatic attorney who represents the troubled pilot after a catastrophic airline accident.
-
A.
Tim Hughes
Tim Hughes is a recurring character on the American sitcom "Life in Pieces," appearing in the show's ensemble of interconnected family stories.
-
B.
Gregg Henry
Gregg Henry is an American character actor and musician known for his prolific work in film and television, often portraying intense or villainous roles.
-
C.
John Benjamin Hickey
John Benjamin Hickey is an American actor known for his work in film, television, and theater, including roles in projects like "The Big C" and "The Normal Heart."
-
D.
Mark Halliday
Mark Halliday is a mystery writer and the lover of Margot Wendice who becomes entangled in her husband's murder plot in the play and film "Dial M for Murder."
-
E.
Joel O’Brien
Joel O’Brien is a musician known for his work featured on the album "Tapestry."
- 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_69d8dcf94c288190a06dea029ae4b223 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5a6ba90988190a93e1c2fa23b3d1d |
completed | April 20, 2026, 4:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a055bcc75e0819089a03d82965d3721 |
completed | May 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a055d9a9da88190b974e8803ca8537f |
completed | May 14, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a055e1a22308190bb7f2337fabc5bdf |
completed | May 14, 2026, 5:31 a.m. |
Created at: April 10, 2026, 11:55 a.m.