Triple
T4306242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Biehn |
E99960
|
entity |
| Predicate | portrayed |
P1668
|
FINISHED |
| Object |
Corporal Dwayne Hicks
Corporal Dwayne Hicks is a battle-hardened yet compassionate Colonial Marine squad leader from the film "Aliens," known for his calm competence and protective role toward Ellen Ripley and Newt.
|
E428858
|
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: Corporal Dwayne Hicks | Statement: [Michael Biehn, portrayed, Corporal Dwayne Hicks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Corporal Dwayne Hicks Context triple: [Michael Biehn, portrayed, Corporal Dwayne Hicks]
-
A.
Lance Corporal Blake
Lance Corporal Blake is a young British World War I soldier who serves as one of the central protagonists in the 2019 war film "1917."
-
B.
Staff Sergeant Jonah E. Kelley
Staff Sergeant Jonah E. Kelley was a highly decorated U.S. Army noncommissioned officer and World War II hero who received the Medal of Honor posthumously for his extraordinary bravery in combat.
-
C.
Sergeant Waters
Sergeant Waters is a complex, embittered Black non-commissioned officer in the film and play "A Soldier's Story," whose internalized racism and harsh leadership drive much of the story's central conflict.
-
D.
Corporal Miller
Corporal Miller is a skilled explosives expert and member of the commando team in the World War II adventure film "The Guns of Navarone."
-
E.
Sergeant Joe Bomowski
Sergeant Joe Bomowski is a tough but comically beleaguered Los Angeles police detective whose overbearing mother constantly interferes in both his personal life and police work.
- 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: Corporal Dwayne Hicks Triple: [Michael Biehn, portrayed, Corporal Dwayne Hicks]
Generated description
Corporal Dwayne Hicks is a battle-hardened yet compassionate Colonial Marine squad leader from the film "Aliens," known for his calm competence and protective role toward Ellen Ripley and Newt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Corporal Dwayne Hicks Target entity description: Corporal Dwayne Hicks is a battle-hardened yet compassionate Colonial Marine squad leader from the film "Aliens," known for his calm competence and protective role toward Ellen Ripley and Newt.
-
A.
Lance Corporal Blake
Lance Corporal Blake is a young British World War I soldier who serves as one of the central protagonists in the 2019 war film "1917."
-
B.
Staff Sergeant Jonah E. Kelley
Staff Sergeant Jonah E. Kelley was a highly decorated U.S. Army noncommissioned officer and World War II hero who received the Medal of Honor posthumously for his extraordinary bravery in combat.
-
C.
Sergeant Waters
Sergeant Waters is a complex, embittered Black non-commissioned officer in the film and play "A Soldier's Story," whose internalized racism and harsh leadership drive much of the story's central conflict.
-
D.
Corporal Miller
Corporal Miller is a skilled explosives expert and member of the commando team in the World War II adventure film "The Guns of Navarone."
-
E.
Sergeant Joe Bomowski
Sergeant Joe Bomowski is a tough but comically beleaguered Los Angeles police detective whose overbearing mother constantly interferes in both his personal life and police work.
- 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_69b345528ebc8190b5abc7e95094792d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350ba57ec8190afda7d8318e5d2d0 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c75382848190a4f2141a72e3fb3a |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c7dcd4948190b996d215bcdd223d |
completed | March 14, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c863be608190985357d9bd13eb2d |
completed | March 14, 2026, 8:43 p.m. |
Created at: March 12, 2026, 11:09 p.m.