Triple
T9984020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boomtown |
E196520
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Officer Ray Hechler
Officer Ray Hechler is a fictional law enforcement officer featured as a character in the television series "Boomtown."
|
E834268
|
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: Officer Ray Hechler | Statement: [Boomtown, character, Officer Ray Hechler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Officer Ray Hechler Context triple: [Boomtown, character, Officer Ray Hechler]
-
A.
Officer Doug Penhall
Officer Doug Penhall is a lovable, wisecracking undercover cop known for his loyalty and comic relief on the TV series "21 Jump Street."
-
B.
Officer Bill Gannon
Officer Bill Gannon is a fictional Los Angeles police officer and Joe Friday’s partner on the television series "Dragnet," portrayed by actor Harry Morgan.
-
C.
Officer John Hunton
Officer John Hunton is the main police detective protagonist in the 1995 horror film "The Mangler," who investigates a series of gruesome deaths linked to a possessed industrial laundry machine.
-
D.
Officer Tom Hanson
Officer Tom Hanson is the young, idealistic undercover cop portrayed by Johnny Depp in the late-1980s TV series "21 Jump Street."
-
E.
Officer Pete Malloy
Officer Pete Malloy is a fictional Los Angeles police officer and one of the two main protagonists in the classic TV series "Adam-12."
- 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: Officer Ray Hechler Triple: [Boomtown, character, Officer Ray Hechler]
Generated description
Officer Ray Hechler is a fictional law enforcement officer featured as a character in the television series "Boomtown."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Officer Ray Hechler Target entity description: Officer Ray Hechler is a fictional law enforcement officer featured as a character in the television series "Boomtown."
-
A.
Officer Doug Penhall
Officer Doug Penhall is a lovable, wisecracking undercover cop known for his loyalty and comic relief on the TV series "21 Jump Street."
-
B.
Officer Bill Gannon
Officer Bill Gannon is a fictional Los Angeles police officer and Joe Friday’s partner on the television series "Dragnet," portrayed by actor Harry Morgan.
-
C.
Officer John Hunton
Officer John Hunton is the main police detective protagonist in the 1995 horror film "The Mangler," who investigates a series of gruesome deaths linked to a possessed industrial laundry machine.
-
D.
Officer Tom Hanson
Officer Tom Hanson is the young, idealistic undercover cop portrayed by Johnny Depp in the late-1980s TV series "21 Jump Street."
-
E.
Officer Pete Malloy
Officer Pete Malloy is a fictional Los Angeles police officer and one of the two main protagonists in the classic TV series "Adam-12."
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bdc0388190bbbd4bdc5ac3adec |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257f3c59481909b90896be0f3a870 |
completed | April 5, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69d25889b0f08190a28c5401417fe3cc |
completed | April 5, 2026, 12:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25981db3c8190b7b4935cdcc1fe1c |
completed | April 5, 2026, 12:45 p.m. |
Created at: March 30, 2026, 8:49 p.m.