Triple
T10647571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Christopher Cerf |
E250875
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Experts Speak
The Experts Speak is a humorous reference book co-authored by Christopher Cerf that compiles famously wrong predictions and misguided expert opinions throughout history.
|
E878199
|
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: The Experts Speak | Statement: [Christopher Cerf, notableWork, The Experts Speak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Experts Speak Context triple: [Christopher Cerf, notableWork, The Experts Speak]
-
A.
Panel of Experts
The Panel of Experts is a group of specialists appointed by the United Nations to monitor, investigate, and report on the implementation and impact of specific UN sanctions regimes.
-
B.
Assembly of Experts
The Assembly of Experts is a powerful Iranian clerical body responsible for selecting, overseeing, and theoretically dismissing the country’s Supreme Leader.
-
C.
Independent Experts
Independent Experts are specialists appointed by the UN Human Rights Council to monitor, report on, and advise regarding specific human rights issues or country situations worldwide.
-
D.
Technical Committee of Experts
The Technical Committee of Experts is a specialized advisory body that provides technical guidance and expertise to support the Niger Basin Authority’s decisions and regional water-resource management.
-
E.
e-Expert
The e-Expert is Peugeot’s fully electric version of its Expert light commercial van, designed for zero-emission urban and regional cargo transport.
- 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: The Experts Speak Triple: [Christopher Cerf, notableWork, The Experts Speak]
Generated description
The Experts Speak is a humorous reference book co-authored by Christopher Cerf that compiles famously wrong predictions and misguided expert opinions throughout history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Experts Speak Target entity description: The Experts Speak is a humorous reference book co-authored by Christopher Cerf that compiles famously wrong predictions and misguided expert opinions throughout history.
-
A.
Panel of Experts
The Panel of Experts is a group of specialists appointed by the United Nations to monitor, investigate, and report on the implementation and impact of specific UN sanctions regimes.
-
B.
Assembly of Experts
The Assembly of Experts is a powerful Iranian clerical body responsible for selecting, overseeing, and theoretically dismissing the country’s Supreme Leader.
-
C.
Independent Experts
Independent Experts are specialists appointed by the UN Human Rights Council to monitor, report on, and advise regarding specific human rights issues or country situations worldwide.
-
D.
Technical Committee of Experts
The Technical Committee of Experts is a specialized advisory body that provides technical guidance and expertise to support the Niger Basin Authority’s decisions and regional water-resource management.
-
E.
e-Expert
The e-Expert is Peugeot’s fully electric version of its Expert light commercial van, designed for zero-emission urban and regional cargo transport.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfe29b8081908eb13637e0475ba1 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a580d388190aea5edadd4afc0d1 |
completed | April 10, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69d97cc20448819094d650b9c1067dca |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e0cda0c8190af5013b971b2ad3c |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 8, 2026, 9:05 p.m.