Triple
T4353358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Semantic Information Processing |
E98084
|
entity |
| Predicate | hasContributor |
P4244
|
FINISHED |
| Object |
Bertram Raphael
Bertram Raphael is an American computer scientist and artificial intelligence pioneer known for his work in automated reasoning and early AI research at institutions such as SRI International.
|
E434308
|
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: Bertram Raphael | Statement: [Semantic Information Processing, hasContributor, Bertram Raphael]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bertram Raphael Context triple: [Semantic Information Processing, hasContributor, Bertram Raphael]
-
A.
Bertram Thomas
Bertram Thomas was a British civil servant and explorer best known for being the first Westerner to cross the Rub' al Khali (Empty Quarter) desert in the early 1930s.
-
B.
Bertram Ramsay
Bertram Ramsay was a British admiral who played a key role in planning and directing major Allied naval operations during World War II, including the Dunkirk evacuation and the D-Day landings.
-
C.
Henry Bernard
Henry Bernard was a prominent 20th-century French architect known for his modernist public buildings and influential role in postwar urban planning.
-
D.
Charles Jervas
Charles Jervas was an Irish portrait painter and translator of Cervantes who became a prominent figure in early 18th-century London’s artistic and literary circles.
-
E.
Walter Deverell
Walter Deverell was a 19th-century British Pre-Raphaelite painter known for discovering and first using Elizabeth Siddal as a model in his artworks.
- 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: Bertram Raphael Triple: [Semantic Information Processing, hasContributor, Bertram Raphael]
Generated description
Bertram Raphael is an American computer scientist and artificial intelligence pioneer known for his work in automated reasoning and early AI research at institutions such as SRI International.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bertram Raphael Target entity description: Bertram Raphael is an American computer scientist and artificial intelligence pioneer known for his work in automated reasoning and early AI research at institutions such as SRI International.
-
A.
Bertram Thomas
Bertram Thomas was a British civil servant and explorer best known for being the first Westerner to cross the Rub' al Khali (Empty Quarter) desert in the early 1930s.
-
B.
Bertram Ramsay
Bertram Ramsay was a British admiral who played a key role in planning and directing major Allied naval operations during World War II, including the Dunkirk evacuation and the D-Day landings.
-
C.
Henry Bernard
Henry Bernard was a prominent 20th-century French architect known for his modernist public buildings and influential role in postwar urban planning.
-
D.
Charles Jervas
Charles Jervas was an Irish portrait painter and translator of Cervantes who became a prominent figure in early 18th-century London’s artistic and literary circles.
-
E.
Walter Deverell
Walter Deverell was a 19th-century British Pre-Raphaelite painter known for discovering and first using Elizabeth Siddal as a model in his artworks.
- 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_69b3454965f881908c41190bb22f0e4b |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c281688190aef717c4ecce8107 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbb32eb081908dbaa8cc14882fe0 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df8336e881908c875b8411c2fe4d |
completed | March 14, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0ded0288190b615364e9ae10821 |
completed | March 14, 2026, 10:27 p.m. |
Created at: March 12, 2026, 11:15 p.m.