Triple
T9500956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawking |
E229136
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Timothy Hawking
Timothy Hawking is the younger son of renowned theoretical physicist Stephen Hawking, known primarily for his connection to his father's legacy and public appearances related to it.
|
E209126
|
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: Timothy Hawking | Statement: [Hawking, usedBy, Timothy Hawking]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timothy Hawking Context triple: [Hawking, usedBy, Timothy Hawking]
-
A.
Timothy Hawking
Timothy Hawking is a British man best known as one of the sons of renowned theoretical physicist Stephen Hawking.
-
B.
Frank Hawking Jr.
Frank Hawking Jr. is the son of English biologist Frank Hawking and the younger brother of theoretical physicist Stephen Hawking.
-
C.
Frank Hawking
Frank Hawking was the paternal grandfather of theoretical physicist Stephen Hawking and part of the Hawking family’s earlier English lineage.
-
D.
Lucy Hawking
Lucy Hawking is a British journalist and author best known for her children's science books co-written with her father, physicist Stephen Hawking, which aim to make complex scientific ideas accessible to young readers.
-
E.
Robert Hawking
Robert Hawking is the eldest son of renowned theoretical physicist Stephen Hawking, known for maintaining a largely private life outside the public spotlight surrounding his father.
- 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: Timothy Hawking Triple: [Hawking, usedBy, Timothy Hawking]
Generated description
Timothy Hawking is the younger son of renowned theoretical physicist Stephen Hawking, known primarily for his connection to his father's legacy and public appearances related to it.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timothy Hawking Target entity description: Timothy Hawking is the younger son of renowned theoretical physicist Stephen Hawking, known primarily for his connection to his father's legacy and public appearances related to it.
-
A.
Timothy Hawking
chosen
Timothy Hawking is a British man best known as one of the sons of renowned theoretical physicist Stephen Hawking.
-
B.
Frank Hawking Jr.
Frank Hawking Jr. is the son of English biologist Frank Hawking and the younger brother of theoretical physicist Stephen Hawking.
-
C.
Frank Hawking
Frank Hawking was the paternal grandfather of theoretical physicist Stephen Hawking and part of the Hawking family’s earlier English lineage.
-
D.
Lucy Hawking
Lucy Hawking is a British journalist and author best known for her children's science books co-written with her father, physicist Stephen Hawking, which aim to make complex scientific ideas accessible to young readers.
-
E.
Robert Hawking
Robert Hawking is the eldest son of renowned theoretical physicist Stephen Hawking, known for maintaining a largely private life outside the public spotlight surrounding his father.
- F. None of above.
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_69ca84753660819098e8d416e89e26ae |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd983d4b708190a4dfef1246986a26 |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12d439c6881909832afcc1154bca8 |
completed | April 4, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69d12db5c20881909a7011a3d25dd2b8 |
completed | April 4, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12e4f1b9081908e73aa674d1ef0e4 |
completed | April 4, 2026, 3:29 p.m. |
Created at: March 30, 2026, 7:57 p.m.