Triple
T7198991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrest of Lee Harvey Oswald |
E168688
|
entity |
| Predicate | hasParticipant |
P149
|
FINISHED |
| Object |
Dallas police officer Ray Hawkins
Dallas police officer Ray Hawkins was a member of the Dallas Police Department involved in the events surrounding the arrest of Lee Harvey Oswald after the assassination of President John F. Kennedy.
|
E648699
|
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: Dallas police officer Ray Hawkins | Statement: [Arrest of Lee Harvey Oswald, hasParticipant, Dallas police officer Ray Hawkins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dallas police officer Ray Hawkins Context triple: [Arrest of Lee Harvey Oswald, hasParticipant, Dallas police officer Ray Hawkins]
-
A.
Texas Ranger Bobby
Texas Ranger Bobby is a fictional character who is one of Ricky Bobby’s young sons in the comedy film "Talladega Nights: The Ballad of Ricky Bobby."
-
B.
LAPD officer Rafael Pérez
LAPD officer Rafael Pérez was a central figure in the Rampart scandal, whose corruption and subsequent cooperation with investigators exposed widespread misconduct within the Los Angeles Police Department’s Rampart Division.
-
C.
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."
-
D.
ATF agent Ray Nicolet
ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
-
E.
Detective Danny Reagan
Detective Danny Reagan is a tough, hot-headed NYPD detective and devoted family man on the television series "Blue Bloods."
- 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: Dallas police officer Ray Hawkins Triple: [Arrest of Lee Harvey Oswald, hasParticipant, Dallas police officer Ray Hawkins]
Generated description
Dallas police officer Ray Hawkins was a member of the Dallas Police Department involved in the events surrounding the arrest of Lee Harvey Oswald after the assassination of President John F. Kennedy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dallas police officer Ray Hawkins Target entity description: Dallas police officer Ray Hawkins was a member of the Dallas Police Department involved in the events surrounding the arrest of Lee Harvey Oswald after the assassination of President John F. Kennedy.
-
A.
Texas Ranger Bobby
Texas Ranger Bobby is a fictional character who is one of Ricky Bobby’s young sons in the comedy film "Talladega Nights: The Ballad of Ricky Bobby."
-
B.
LAPD officer Rafael Pérez
LAPD officer Rafael Pérez was a central figure in the Rampart scandal, whose corruption and subsequent cooperation with investigators exposed widespread misconduct within the Los Angeles Police Department’s Rampart Division.
-
C.
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."
-
D.
ATF agent Ray Nicolet
ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
-
E.
Detective Danny Reagan
Detective Danny Reagan is a tough, hot-headed NYPD detective and devoted family man on the television series "Blue Bloods."
- 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_69c68a5376748190bb500f03df86e93e |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6e92b8bc08190bfcdd34ce42e3448 |
completed | March 27, 2026, 8:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfac10c88190ad83da6a137abd27 |
completed | March 28, 2026, 11:46 a.m. |
| NEDg | Description generation | batch_69c7c039bb708190b4ac14e19974774a |
completed | March 28, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c123c4b48190a76fb869f7abc553 |
completed | March 28, 2026, 11:53 a.m. |
Created at: March 27, 2026, 2:52 p.m.