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.