Triple
T15710691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Berg |
E380828
|
entity |
| Predicate | hasFather |
P1908
|
FINISHED |
| Object |
Professor Berg
Professor Berg is the father of Michael Berg, a central character in Bernhard Schlink’s novel *The Reader*.
|
E1172985
|
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: Professor Berg | Statement: [Michael Berg, hasFather, Professor Berg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Professor Berg Context triple: [Michael Berg, hasFather, Professor Berg]
-
A.
Professor Burris
Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
-
B.
Professor Unrat
Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
-
C.
Professor LeBlanc
Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
-
D.
Professor Stahlman
Professor Stahlman is a fictional scientist and antagonist in the "Doctor Who" serial "Inferno," whose dangerous experiments threaten catastrophic consequences.
-
E.
Professor Groeteschele
Professor Groeteschele is a hardline, hawkish nuclear strategist in the Cold War thriller "Fail Safe," known for his chillingly rational advocacy of preemptive nuclear war.
- 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: Professor Berg Triple: [Michael Berg, hasFather, Professor Berg]
Generated description
Professor Berg is the father of Michael Berg, a central character in Bernhard Schlink’s novel *The Reader*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Professor Berg Target entity description: Professor Berg is the father of Michael Berg, a central character in Bernhard Schlink’s novel *The Reader*.
-
A.
Professor Burris
Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
-
B.
Professor Unrat
Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
-
C.
Professor LeBlanc
Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
-
D.
Professor Stahlman
Professor Stahlman is a fictional scientist and antagonist in the "Doctor Who" serial "Inferno," whose dangerous experiments threaten catastrophic consequences.
-
E.
Professor Groeteschele
Professor Groeteschele is a hardline, hawkish nuclear strategist in the Cold War thriller "Fail Safe," known for his chillingly rational advocacy of preemptive nuclear war.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f8f5d6081908243fa59b46b7c76 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff757d74b481909c8332a09ae36b4f |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff762c0c548190a80392e1e83f68cc |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76fbcd188190b431bf277304aeea |
completed | May 9, 2026, 6:03 p.m. |
Created at: April 10, 2026, 4:45 a.m.