Triple
T2505288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoe languages |
E52562
|
entity |
| Predicate | hasLinguisticResearchBy |
P28320
|
FINISHED |
| Object |
Anthony Traill
Anthony Traill was a South African linguist renowned for his pioneering research and documentation of Khoisan, particularly Khoe, languages.
|
E294324
|
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: Anthony Traill | Statement: [Khoe languages, hasLinguisticResearchBy, Anthony Traill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anthony Traill Context triple: [Khoe languages, hasLinguisticResearchBy, Anthony Traill]
-
A.
Charles Trubshaw
Charles Trubshaw was a British architect best known for designing prominent Victorian railway hotels and stations in England.
-
B.
William Sharp
William Sharp was a Scottish poet, biographer, and literary figure of the late 19th century, also known for publishing mystical and Celtic-themed works under the pseudonym Fiona Macleod.
-
C.
Charles Askowith
Charles Askowith was the designer responsible for creating the modern flag of Israel.
-
D.
Geoffrey Streatfeild
Geoffrey Streatfeild is a British actor known for his work in film, television, and theatre, including roles in productions such as "The Thick of It" and "Spooks."
-
E.
Alastair Grahame
Alastair Grahame was the only son of British author Kenneth Grahame, whose troubled life and early death are often linked to the darker undercurrents in his father's classic work "The Wind in the Willows."
- 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: Anthony Traill Triple: [Khoe languages, hasLinguisticResearchBy, Anthony Traill]
Generated description
Anthony Traill was a South African linguist renowned for his pioneering research and documentation of Khoisan, particularly Khoe, languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anthony Traill Target entity description: Anthony Traill was a South African linguist renowned for his pioneering research and documentation of Khoisan, particularly Khoe, languages.
-
A.
Charles Trubshaw
Charles Trubshaw was a British architect best known for designing prominent Victorian railway hotels and stations in England.
-
B.
William Sharp
William Sharp was a Scottish poet, biographer, and literary figure of the late 19th century, also known for publishing mystical and Celtic-themed works under the pseudonym Fiona Macleod.
-
C.
Charles Askowith
Charles Askowith was the designer responsible for creating the modern flag of Israel.
-
D.
Geoffrey Streatfeild
Geoffrey Streatfeild is a British actor known for his work in film, television, and theatre, including roles in productions such as "The Thick of It" and "Spooks."
-
E.
Alastair Grahame
Alastair Grahame was the only son of British author Kenneth Grahame, whose troubled life and early death are often linked to the darker undercurrents in his father's classic work "The Wind in the Willows."
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1cec9f48190848b6129aa394ce4 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbaef55881909ef223f366c209c7 |
completed | March 10, 2026, 6:35 a.m. |
| NEDg | Description generation | batch_69afbc545dc48190b61ed2ee73d53737 |
completed | March 10, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afbcd39c608190b01924370208f1ec |
completed | March 10, 2026, 6:40 a.m. |
Created at: March 6, 2026, 9:46 p.m.