Triple
T2233596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shabo language |
E49226
|
entity |
| Predicate | hasResearcher |
P28320
|
FINISHED |
| Object |
Roger Blench
Roger Blench is a British linguist, anthropologist, and Africanist known for his extensive fieldwork and research on under-documented languages and cultures, particularly in Africa.
|
E247386
|
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: Roger Blench | Statement: [Shabo language, hasResearcher, Roger Blench]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roger Blench Context triple: [Shabo language, hasResearcher, Roger Blench]
-
A.
Robert Blust
Robert Blust was an influential American linguist and Austronesian specialist known for his extensive comparative and historical work on the languages of the Pacific and Southeast Asia.
-
B.
Morris Swadesh
Morris Swadesh was an American linguist best known for pioneering lexicostatistics and glottochronology, methods for studying language classification and historical relationships through core vocabulary comparison.
-
C.
Joseph Greenberg
Joseph Greenberg was an influential American linguist best known for his work on language classification and universals, including proposing major language families such as Nilo-Saharan.
-
D.
Peter S. Elliot
Peter S. Elliot is a film editor known for his work on feature films, including the ensemble romantic comedy "Think Like a Man."
-
E.
Clive Loader
Clive Loader is a retired senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of RAF Fighter Command.
- 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: Roger Blench Triple: [Shabo language, hasResearcher, Roger Blench]
Generated description
Roger Blench is a British linguist, anthropologist, and Africanist known for his extensive fieldwork and research on under-documented languages and cultures, particularly in Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roger Blench Target entity description: Roger Blench is a British linguist, anthropologist, and Africanist known for his extensive fieldwork and research on under-documented languages and cultures, particularly in Africa.
-
A.
Robert Blust
Robert Blust was an influential American linguist and Austronesian specialist known for his extensive comparative and historical work on the languages of the Pacific and Southeast Asia.
-
B.
Morris Swadesh
Morris Swadesh was an American linguist best known for pioneering lexicostatistics and glottochronology, methods for studying language classification and historical relationships through core vocabulary comparison.
-
C.
Joseph Greenberg
Joseph Greenberg was an influential American linguist best known for his work on language classification and universals, including proposing major language families such as Nilo-Saharan.
-
D.
Peter S. Elliot
Peter S. Elliot is a film editor known for his work on feature films, including the ensemble romantic comedy "Think Like a Man."
-
E.
Clive Loader
Clive Loader is a retired senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of RAF Fighter Command.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0913f1c8190ac9cfeb0f1c84a76 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b020e308190a6d5a50a8e808aba |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b73bb688190bcade17d991c4862 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6be4431c81909c9b4ad82226215d |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:47 p.m.