Triple
T22839651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bickford |
E566045
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Malcolm Bickford
Malcolm Bickford is an individual notable enough to be specifically cited as a bearer of the surname Bickford.
|
E1556531
|
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 Bickford | Statement: [Bickford, hasNotableBearer, Malcolm Bickford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Bickford Context triple: [Bickford, hasNotableBearer, Malcolm Bickford]
-
A.
Malcolm Ross
Malcolm Ross is a linguist known for his influential work on the classification and historical relationships of Papuan and Oceanic languages, particularly in the Northwest Solomonic region.
-
B.
Malcolm Ross
Malcolm Ross is the protagonist and narrator of Bram Stoker's supernatural novel "The Jewel of Seven Stars," who becomes entangled in a dangerous archaeological mystery surrounding an ancient Egyptian queen.
-
C.
Malcolm Craig
Malcolm Craig is a musician best known as the drummer for the Canadian indie rock band Calpurnia.
-
D.
Malcolm Craig
Malcolm Craig is a musician best known as a co-founder and member of the indie rock band The Aubreys.
-
E.
Malcolm McGee
Malcolm McGee is the main character in the sitcom "Malcolm & Eddie," portrayed as a responsible, straight-laced young man whose personality contrasts with his more carefree best friend.
- 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 Bickford Triple: [Bickford, hasNotableBearer, Malcolm Bickford]
Generated description
Malcolm Bickford is an individual notable enough to be specifically cited as a bearer of the surname Bickford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malcolm Bickford Target entity description: Malcolm Bickford is an individual notable enough to be specifically cited as a bearer of the surname Bickford.
-
A.
Malcolm Ross
Malcolm Ross is a linguist known for his influential work on the classification and historical relationships of Papuan and Oceanic languages, particularly in the Northwest Solomonic region.
-
B.
Malcolm Ross
Malcolm Ross is the protagonist and narrator of Bram Stoker's supernatural novel "The Jewel of Seven Stars," who becomes entangled in a dangerous archaeological mystery surrounding an ancient Egyptian queen.
-
C.
Malcolm Craig
Malcolm Craig is a musician best known as the drummer for the Canadian indie rock band Calpurnia.
-
D.
Malcolm Craig
Malcolm Craig is a musician best known as a co-founder and member of the indie rock band The Aubreys.
-
E.
Malcolm McGee
Malcolm McGee is the main character in the sitcom "Malcolm & Eddie," portrayed as a responsible, straight-laced young man whose personality contrasts with his more carefree best friend.
- 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_69e245869e188190a196584f36e682da |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e8325948190a3b63f2cd0371373 |
completed | April 29, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ba7b3aae48190bb2785a223d135a2 |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba8bb77bc81909c5422f9d73c1e70 |
completed | May 19, 2026, 12:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba94752c48190a8892cac5ef862b2 |
completed | May 19, 2026, 12:05 a.m. |
Created at: April 17, 2026, 3:35 p.m.