Triple
T9952865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leonard Hofstadter |
E195370
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Beverly Hofstadter
Beverly Hofstadter is a brilliant but emotionally distant neuroscientist and psychiatrist on *The Big Bang Theory*, known for her hyper-rational parenting style and strained relationship with her son Leonard.
|
E830236
|
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: Beverly Hofstadter | Statement: [Leonard Hofstadter, mother, Beverly Hofstadter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beverly Hofstadter Context triple: [Leonard Hofstadter, mother, Beverly Hofstadter]
-
A.
Penny Hofstadter
Penny Hofstadter is a main character on the TV sitcom "The Big Bang Theory," a socially adept aspiring actress-turned-pharmaceutical sales representative who is married to physicist Leonard Hofstadter.
-
B.
Nora Zuckerman
Nora Zuckerman is an American television writer and producer known for her work on genre and mystery series, including serving as an executive producer on the show "Poker Face."
-
C.
Alice Kepner
Alice Kepner is a character in the television series "Grey's Anatomy," known as the younger sister of trauma surgeon April Kepner.
-
D.
Doris Sawyer
Doris Sawyer was the wife of senior Royal Air Force commander Trafford Leigh-Mallory, associated with his career during the Second World War.
-
E.
Jane Hopper
Jane Hopper is the birth name and legal identity of Eleven, the telekinetic girl central to the Netflix series "Stranger Things."
- 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: Beverly Hofstadter Triple: [Leonard Hofstadter, mother, Beverly Hofstadter]
Generated description
Beverly Hofstadter is a brilliant but emotionally distant neuroscientist and psychiatrist on *The Big Bang Theory*, known for her hyper-rational parenting style and strained relationship with her son Leonard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beverly Hofstadter Target entity description: Beverly Hofstadter is a brilliant but emotionally distant neuroscientist and psychiatrist on *The Big Bang Theory*, known for her hyper-rational parenting style and strained relationship with her son Leonard.
-
A.
Penny Hofstadter
Penny Hofstadter is a main character on the TV sitcom "The Big Bang Theory," a socially adept aspiring actress-turned-pharmaceutical sales representative who is married to physicist Leonard Hofstadter.
-
B.
Nora Zuckerman
Nora Zuckerman is an American television writer and producer known for her work on genre and mystery series, including serving as an executive producer on the show "Poker Face."
-
C.
Alice Kepner
Alice Kepner is a character in the television series "Grey's Anatomy," known as the younger sister of trauma surgeon April Kepner.
-
D.
Doris Sawyer
Doris Sawyer was the wife of senior Royal Air Force commander Trafford Leigh-Mallory, associated with his career during the Second World War.
-
E.
Jane Hopper
Jane Hopper is the birth name and legal identity of Eleven, the telekinetic girl central to the Netflix series "Stranger Things."
- 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_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. |
| NEDg | Description generation | batch_69d229b3b200819083aa90f64eaec9e8 |
completed | April 5, 2026, 9:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22a2d14fc8190b2493ce571811d43 |
completed | April 5, 2026, 9:23 a.m. |
Created at: March 30, 2026, 8:46 p.m.