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.