Triple
T18357454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mal Evans |
E439831
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Malcolm Frederick Evans
Malcolm Frederick Evans was a British road manager, assistant, and close associate of the Beatles throughout the 1960s.
|
E1320094
|
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: Malcolm Frederick Evans | Statement: [Mal Evans, fullName, Malcolm Frederick Evans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Frederick Evans Context triple: [Mal Evans, fullName, Malcolm Frederick Evans]
-
A.
Malcolm Clarke
Malcolm Clarke is a filmmaker best known for directing the Academy Award–winning documentary short "The Lady in Number 6: Music Saved My Life."
-
B.
Malcolm Clarke
Malcolm Clarke was a British composer and sound engineer best known for his pioneering electronic music work on the television series Doctor Who.
-
C.
Malcolm Byrne
Malcolm Byrne is a historian and analyst known for his work on U.S. foreign policy and declassified government documents, often in collaboration with fellow researcher Peter Kornbluh.
-
D.
Stephen Venables
Stephen Venables is a renowned British mountaineer and author, best known for his pioneering high-altitude climbs, including groundbreaking ascents in the Himalayas and Antarctica.
-
E.
Peter Litchfield
Peter Litchfield is an individual notable enough to be recognized as a prominent bearer of the surname Litchfield.
- 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: Malcolm Frederick Evans Triple: [Mal Evans, fullName, Malcolm Frederick Evans]
Generated description
Malcolm Frederick Evans was a British road manager, assistant, and close associate of the Beatles throughout the 1960s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malcolm Frederick Evans Target entity description: Malcolm Frederick Evans was a British road manager, assistant, and close associate of the Beatles throughout the 1960s.
-
A.
Malcolm Clarke
Malcolm Clarke is a filmmaker best known for directing the Academy Award–winning documentary short "The Lady in Number 6: Music Saved My Life."
-
B.
Malcolm Clarke
Malcolm Clarke was a British composer and sound engineer best known for his pioneering electronic music work on the television series Doctor Who.
-
C.
Malcolm Byrne
Malcolm Byrne is a historian and analyst known for his work on U.S. foreign policy and declassified government documents, often in collaboration with fellow researcher Peter Kornbluh.
-
D.
Stephen Venables
Stephen Venables is a renowned British mountaineer and author, best known for his pioneering high-altitude climbs, including groundbreaking ascents in the Himalayas and Antarctica.
-
E.
Peter Litchfield
Peter Litchfield is an individual notable enough to be recognized as a prominent bearer of the surname Litchfield.
- 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_69d8b918221c8190a9f7b563d64ac677 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e516d776cc8190937d7e1d42a36a3b |
completed | April 19, 2026, 5:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03cc30674081908a7e97c02b206413 |
completed | May 13, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_6a03ccc394288190a22bb126bcd23ed2 |
completed | May 13, 2026, 12:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03d01168508190afa359d0a2ec74b1 |
completed | May 13, 2026, 1:12 a.m. |
Created at: April 10, 2026, 10:37 a.m.