Triple
T4563028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Murphy |
E121840
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
real DEA agent Steve Murphy
Steve Murphy is a former U.S. Drug Enforcement Administration agent best known for his role in the pursuit and takedown of Colombian drug lord Pablo Escobar.
|
E452998
|
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: real DEA agent Steve Murphy | Statement: [Steve Murphy, basedOn, real DEA agent Steve Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: real DEA agent Steve Murphy Context triple: [Steve Murphy, basedOn, real DEA agent Steve Murphy]
-
A.
Inspector Steve Keller
Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
-
B.
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.
-
C.
Inspector Steve Keller – Michael Douglas
Inspector Steve Keller is the young, idealistic homicide detective played by Michael Douglas in the 1970s crime drama series "The Streets of San Francisco."
-
D.
Detective Keith Frazier
Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
-
E.
DEA Special Operations Division
The DEA Special Operations Division is a specialized unit within the U.S. Drug Enforcement Administration that coordinates high-level, often international, counter-narcotics investigations and intelligence operations.
- 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: real DEA agent Steve Murphy Triple: [Steve Murphy, basedOn, real DEA agent Steve Murphy]
Generated description
Steve Murphy is a former U.S. Drug Enforcement Administration agent best known for his role in the pursuit and takedown of Colombian drug lord Pablo Escobar.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: real DEA agent Steve Murphy Target entity description: Steve Murphy is a former U.S. Drug Enforcement Administration agent best known for his role in the pursuit and takedown of Colombian drug lord Pablo Escobar.
-
A.
Inspector Steve Keller
Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
-
B.
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.
-
C.
Inspector Steve Keller – Michael Douglas
Inspector Steve Keller is the young, idealistic homicide detective played by Michael Douglas in the 1970s crime drama series "The Streets of San Francisco."
-
D.
Detective Keith Frazier
Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
-
E.
DEA Special Operations Division
The DEA Special Operations Division is a specialized unit within the U.S. Drug Enforcement Administration that coordinates high-level, often international, counter-narcotics investigations and intelligence operations.
- 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_69bd463f156881908a99aca69c5721ac |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd5830b4308190a63699bf28922375 |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc5a2a97081909c9c064924fcaa22 |
completed | March 20, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69bdc95cabc081909c2174d5a1145edc |
completed | March 20, 2026, 10:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdca0d95308190b3b52d6f046fbf0e |
completed | March 20, 2026, 10:28 p.m. |
Created at: March 20, 2026, 1:09 p.m.