Triple
T20020566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shankill Butchers killings |
E494844
|
entity |
| Predicate | notablePerpetrator |
P698
|
FINISHED |
| Object |
Lenny Murphy
Lenny Murphy was a notorious Northern Irish loyalist paramilitary leader and serial killer, best known as the ringleader of the Shankill Butchers gang during the Troubles in Belfast.
|
E1410400
|
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: Lenny Murphy | Statement: [Shankill Butchers killings, notablePerpetrator, Lenny Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lenny Murphy Context triple: [Shankill Butchers killings, notablePerpetrator, Lenny Murphy]
-
A.
Billy Murphy
Billy Murphy is the masked slasher villain in the horror-comedy film "The Final Girls," parodying classic 1980s movie killers.
-
B.
Ray Doolan
Ray Doolan is an Australian local government official who serves as the mayor of Carrathool Shire in New South Wales.
-
C.
Pat Duggan
Pat Duggan is a film producer known for work on classic Hollywood productions such as the 1953 comedy-drama "Forever Female."
-
D.
Pat O'Sullivan
Pat O'Sullivan is one of the central schoolgirl protagonists in Enid Blyton’s "The Twins at St. Clare’s," known for her lively personality and adventures at the St. Clare’s boarding school.
-
E.
Sean Dwyer
Sean Dwyer is a film and television producer known for his work on projects such as the holiday-themed movie "Holiday Rush."
- 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: Lenny Murphy Triple: [Shankill Butchers killings, notablePerpetrator, Lenny Murphy]
Generated description
Lenny Murphy was a notorious Northern Irish loyalist paramilitary leader and serial killer, best known as the ringleader of the Shankill Butchers gang during the Troubles in Belfast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lenny Murphy Target entity description: Lenny Murphy was a notorious Northern Irish loyalist paramilitary leader and serial killer, best known as the ringleader of the Shankill Butchers gang during the Troubles in Belfast.
-
A.
Billy Murphy
Billy Murphy is the masked slasher villain in the horror-comedy film "The Final Girls," parodying classic 1980s movie killers.
-
B.
Ray Doolan
Ray Doolan is an Australian local government official who serves as the mayor of Carrathool Shire in New South Wales.
-
C.
Pat Duggan
Pat Duggan is a film producer known for work on classic Hollywood productions such as the 1953 comedy-drama "Forever Female."
-
D.
Pat O'Sullivan
Pat O'Sullivan is one of the central schoolgirl protagonists in Enid Blyton’s "The Twins at St. Clare’s," known for her lively personality and adventures at the St. Clare’s boarding school.
-
E.
Sean Dwyer
Sean Dwyer is a film and television producer known for his work on projects such as the holiday-themed movie "Holiday Rush."
- 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_69da626bfd288190aa5d65098b6433ae |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6623fe1988190a1c09d392d866dc8 |
completed | April 20, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a081f2b9e908190820c5bb3bf8bb28c |
completed | May 16, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_6a08201f36b88190b3c80942de463d36 |
completed | May 16, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08208c203c819083abea34d10d5e4e |
completed | May 16, 2026, 7:45 a.m. |
Created at: April 11, 2026, 3:34 p.m.