Triple
T9966686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amphibian Man |
E195699
|
entity |
| Predicate | alliedWith |
P37
|
FINISHED |
| Object |
Dr. Robert Hoffstetler
Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
|
E834368
|
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: Dr. Robert Hoffstetler | Statement: [Amphibian Man, alliedWith, Dr. Robert Hoffstetler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Robert Hoffstetler Context triple: [Amphibian Man, alliedWith, Dr. Robert Hoffstetler]
-
A.
Dr. Robert Doback
Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
-
B.
Dr. Peter Leavitt
Dr. Peter Leavitt is a key scientist in Michael Crichton’s science fiction novel "The Andromeda Strain," involved in the high-stakes investigation of a deadly extraterrestrial microorganism.
-
C.
Dr. Christopher Turk
Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
-
D.
Robert M. Weitman
Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
-
E.
Dr. Jeffrey Squires
Dr. Jeffrey Squires is a disillusioned, pot-smoking psychiatrist who forms an unlikely friendship with a teenage drug dealer in the coming-of-age film "The Wackness."
- 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: Dr. Robert Hoffstetler Triple: [Amphibian Man, alliedWith, Dr. Robert Hoffstetler]
Generated description
Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Robert Hoffstetler Target entity description: Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
-
A.
Dr. Robert Doback
Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
-
B.
Dr. Peter Leavitt
Dr. Peter Leavitt is a key scientist in Michael Crichton’s science fiction novel "The Andromeda Strain," involved in the high-stakes investigation of a deadly extraterrestrial microorganism.
-
C.
Dr. Christopher Turk
Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
-
D.
Robert M. Weitman
Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
-
E.
Dr. Jeffrey Squires
Dr. Jeffrey Squires is a disillusioned, pot-smoking psychiatrist who forms an unlikely friendship with a teenage drug dealer in the coming-of-age film "The Wackness."
- 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb71dc50081909329722dc087c9f6 |
completed | April 2, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257c002cc8190becc9730b2c01782 |
completed | April 5, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69d2594b5e5081908f7cc4af4d10b4a8 |
completed | April 5, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25a30ad98819084dcd305e709c34d |
completed | April 5, 2026, 12:48 p.m. |
Created at: March 30, 2026, 8:47 p.m.