Triple

T4306243
Position Surface form Disambiguated ID Type / Status
Subject Michael Biehn E99960 entity
Predicate portrayed P1668 FINISHED
Object Lieutenant Hiram Coffey
Lieutenant Hiram Coffey is a Navy SEAL team leader and increasingly unstable antagonist in the 1989 science fiction film "The Abyss."
E428859 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: Lieutenant Hiram Coffey | Statement: [Michael Biehn, portrayed, Lieutenant Hiram Coffey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lieutenant Hiram Coffey
Context triple: [Michael Biehn, portrayed, Lieutenant Hiram Coffey]
  • A. Lt. Eugene M. Bradley
    Lt. Eugene M. Bradley was a U.S. Army Air Corps pilot whose fatal training accident in 1941 led to the naming of Bradley International Airport in his honor.
  • B. Lieutenant Baugh
    Lieutenant Baugh was a British officer involved in the 1857 Barrackpore incident, a key early flashpoint in the Indian Rebellion of 1857.
  • C. Major Henry West
    Major Henry West is a British Army officer and the primary human antagonist in the post-apocalyptic horror film "28 Days Later," known for his ruthless and morally corrupt survival tactics.
  • D. Colonel Frank Fitts
    Colonel Frank Fitts is a strict, repressed former Marine officer and abusive father whose hidden vulnerabilities and internalized homophobia drive much of the tension in the film American Beauty.
  • E. Lt. Col. Frank Slade
    Lt. Col. Frank Slade is the blind, irascible yet deeply principled retired Army officer portrayed by Al Pacino in the film "Scent of a Woman."
  • 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: Lieutenant Hiram Coffey
Triple: [Michael Biehn, portrayed, Lieutenant Hiram Coffey]
Generated description
Lieutenant Hiram Coffey is a Navy SEAL team leader and increasingly unstable antagonist in the 1989 science fiction film "The Abyss."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lieutenant Hiram Coffey
Target entity description: Lieutenant Hiram Coffey is a Navy SEAL team leader and increasingly unstable antagonist in the 1989 science fiction film "The Abyss."
  • A. Lt. Eugene M. Bradley
    Lt. Eugene M. Bradley was a U.S. Army Air Corps pilot whose fatal training accident in 1941 led to the naming of Bradley International Airport in his honor.
  • B. Lieutenant Baugh
    Lieutenant Baugh was a British officer involved in the 1857 Barrackpore incident, a key early flashpoint in the Indian Rebellion of 1857.
  • C. Major Henry West
    Major Henry West is a British Army officer and the primary human antagonist in the post-apocalyptic horror film "28 Days Later," known for his ruthless and morally corrupt survival tactics.
  • D. Colonel Frank Fitts
    Colonel Frank Fitts is a strict, repressed former Marine officer and abusive father whose hidden vulnerabilities and internalized homophobia drive much of the tension in the film American Beauty.
  • E. Lt. Col. Frank Slade
    Lt. Col. Frank Slade is the blind, irascible yet deeply principled retired Army officer portrayed by Al Pacino in the film "Scent of a Woman."
  • 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.