Triple
T9952836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leonard Hofstadter |
E195370
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Leonard Leakey Hofstadter |
E195370
|
NE FINISHED |
How this triple was built (2 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: Leonard Leakey Hofstadter | Statement: [Leonard Hofstadter, fullName, Leonard Leakey Hofstadter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leonard Leakey Hofstadter Context triple: [Leonard Hofstadter, fullName, Leonard Leakey Hofstadter]
-
A.
Walter Bishop
Walter Bishop is a brilliant but mentally unstable scientist and key member of the investigative team in the science-fiction television series "Fringe."
-
B.
Sheldon Hawkes
Sheldon Hawkes is a brilliant former surgeon turned forensic pathologist and crime scene investigator on the television series CSI: NY.
-
C.
Ezra Newman
Ezra Newman was an American physicist and relativist known for his influential contributions to general relativity, including the formulation of the Kerr–Newman black hole solution.
-
D.
Leonard Hofstadter
chosen
Leonard Hofstadter is a socially awkward but kind-hearted experimental physicist who serves as one of the central nerdy protagonists in the sitcom "The Big Bang Theory."
-
E.
Dr. Niles Crane
Dr. Niles Crane is a fastidious, neurotic psychiatrist and the younger brother of Frasier Crane on the television sitcom "Frasier."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb693918081908e9f96ef302235ad |
completed | April 2, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2293dc93881908aff4cb3640c0edf |
completed | April 5, 2026, 9:19 a.m. |
Created at: March 30, 2026, 8:46 p.m.