Triple
T9192217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aslian languages |
E220616
|
entity |
| Predicate | notableResearcher |
P22
|
FINISHED |
| Object |
Geoffrey Benjamin
Geoffrey Benjamin is an anthropologist and linguist known for his influential work on the Aslian languages and the indigenous peoples of the Malay Peninsula.
|
E784003
|
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: Geoffrey Benjamin | Statement: [Aslian languages, notableResearcher, Geoffrey Benjamin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geoffrey Benjamin Context triple: [Aslian languages, notableResearcher, Geoffrey Benjamin]
-
A.
Geoffrey Howard
Geoffrey Howard is a personal name shared by several notable individuals, including figures in British politics, law, and public service.
-
B.
Geoffrey Blake
Geoffrey Blake is an American character actor known for his supporting roles in films such as Forrest Gump, Contact, and Young Guns.
-
C.
Geoffry Powell
Geoffry Powell was a British architect best known as one of the designers of London's influential Barbican Estate, a landmark of post-war modernist architecture.
-
D.
Geoffrey Dawson
Geoffrey Dawson was a British newspaper editor and influential public figure who notably served as editor of The Times during the early 20th century.
-
E.
Geoffrey Bayldon
Geoffrey Bayldon was an English character actor best known for his eccentric roles in British film and television, particularly as the title character in the children's series "Catweazle."
- 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: Geoffrey Benjamin Triple: [Aslian languages, notableResearcher, Geoffrey Benjamin]
Generated description
Geoffrey Benjamin is an anthropologist and linguist known for his influential work on the Aslian languages and the indigenous peoples of the Malay Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geoffrey Benjamin Target entity description: Geoffrey Benjamin is an anthropologist and linguist known for his influential work on the Aslian languages and the indigenous peoples of the Malay Peninsula.
-
A.
Geoffrey Howard
Geoffrey Howard is a personal name shared by several notable individuals, including figures in British politics, law, and public service.
-
B.
Geoffrey Blake
Geoffrey Blake is an American character actor known for his supporting roles in films such as Forrest Gump, Contact, and Young Guns.
-
C.
Geoffry Powell
Geoffry Powell was a British architect best known as one of the designers of London's influential Barbican Estate, a landmark of post-war modernist architecture.
-
D.
Geoffrey Dawson
Geoffrey Dawson was a British newspaper editor and influential public figure who notably served as editor of The Times during the early 20th century.
-
E.
Geoffrey Bayldon
Geoffrey Bayldon was an English character actor best known for his eccentric roles in British film and television, particularly as the title character in the children's series "Catweazle."
- 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd5c077b4819086c74e91ee4bd75e |
completed | April 1, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c2bb2c481909db8c223aececf37 |
completed | April 4, 2026, 12:32 a.m. |
| NEDg | Description generation | batch_69d05d4ec9d48190bb425fe0449f4bf2 |
completed | April 4, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05ddd28008190b82c42220871e73f |
completed | April 4, 2026, 12:39 a.m. |
Created at: March 30, 2026, 7:24 p.m.