Triple
T962802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bill Gates |
E20772
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
The Road Ahead
The Road Ahead is a non-fiction book by Microsoft co-founder Bill Gates that explores the future impact of personal computing and the internet on society, business, and everyday life.
|
E113147
|
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 Road Ahead | Statement: [Bill Gates, authorOf, The Road Ahead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Road Ahead Context triple: [Bill Gates, authorOf, The Road Ahead]
-
A.
How Tomorrow Moves
"How Tomorrow Moves" is the corporate slogan used by CSX Transportation to emphasize its role in modern, forward-looking freight rail services.
-
B.
A Path Where No Man Thought
A Path Where No Man Thought is a science book by Carl Sagan and Ann Druyan that explores nuclear winter and the catastrophic global consequences of nuclear war.
-
C.
Road to Utopia
Road to Utopia is a 1946 musical comedy film in the popular "Road to..." series, starring Bing Crosby and Bob Hope as scheming entertainers caught up in Alaskan gold-rush adventures.
-
D.
The Open Road
"The Open Road" is a chapter in Kenneth Grahame's classic children's novel *The Wind in the Willows*, depicting the characters' adventures and sense of freedom while traveling.
-
E.
Freedom Next Time
Freedom Next Time is a political non-fiction book by journalist and documentary filmmaker John Pilger that critiques Western foreign policy and media complicity in global injustices.
- 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 Road Ahead Triple: [Bill Gates, authorOf, The Road Ahead]
Generated description
The Road Ahead is a non-fiction book by Microsoft co-founder Bill Gates that explores the future impact of personal computing and the internet on society, business, and everyday life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Road Ahead Target entity description: The Road Ahead is a non-fiction book by Microsoft co-founder Bill Gates that explores the future impact of personal computing and the internet on society, business, and everyday life.
-
A.
How Tomorrow Moves
"How Tomorrow Moves" is the corporate slogan used by CSX Transportation to emphasize its role in modern, forward-looking freight rail services.
-
B.
A Path Where No Man Thought
A Path Where No Man Thought is a science book by Carl Sagan and Ann Druyan that explores nuclear winter and the catastrophic global consequences of nuclear war.
-
C.
Road to Utopia
Road to Utopia is a 1946 musical comedy film in the popular "Road to..." series, starring Bing Crosby and Bob Hope as scheming entertainers caught up in Alaskan gold-rush adventures.
-
D.
The Open Road
"The Open Road" is a chapter in Kenneth Grahame's classic children's novel *The Wind in the Willows*, depicting the characters' adventures and sense of freedom while traveling.
-
E.
Freedom Next Time
Freedom Next Time is a political non-fiction book by journalist and documentary filmmaker John Pilger that critiques Western foreign policy and media complicity in global injustices.
- 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_69a493b21f2881908132dcf45dcd2f36 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b416cf4c8190bd685227db25fb53 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac11a6107481909b152291a73958d3 |
completed | March 7, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69ac12c5978481909be2d6e1ce85acd5 |
completed | March 7, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac132f09448190b5f789f90328f81f |
completed | March 7, 2026, 11:59 a.m. |
Created at: March 1, 2026, 7:40 p.m.