Triple
T6091548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zero to One |
E135776
|
entity |
| Predicate | notableChapter |
P5600
|
FINISHED |
| Object |
The Challenge of the Future
"The Challenge of the Future" is a key chapter in Peter Thiel’s book *Zero to One* that outlines how bold, innovative thinking and the creation of truly new technologies are essential for shaping a better future.
|
E569819
|
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 Challenge of the Future | Statement: [Zero to One, notableChapter, The Challenge of the Future]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Challenge of the Future Context triple: [Zero to One, notableChapter, The Challenge of the Future]
-
A.
The Future
"The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
-
B.
The Future
The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
-
C.
Fight for Foresight
"Fight for Foresight" is the official fight song of the Portland State Vikings football program, played to rally the team and fans during games and school events.
-
D.
The Future is Yours
"The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
-
E.
The Future of Power
The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
- 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 Challenge of the Future Triple: [Zero to One, notableChapter, The Challenge of the Future]
Generated description
"The Challenge of the Future" is a key chapter in Peter Thiel’s book *Zero to One* that outlines how bold, innovative thinking and the creation of truly new technologies are essential for shaping a better future.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Challenge of the Future Target entity description: "The Challenge of the Future" is a key chapter in Peter Thiel’s book *Zero to One* that outlines how bold, innovative thinking and the creation of truly new technologies are essential for shaping a better future.
-
A.
The Future
"The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
-
B.
The Future
The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
-
C.
Fight for Foresight
"Fight for Foresight" is the official fight song of the Portland State Vikings football program, played to rally the team and fans during games and school events.
-
D.
The Future is Yours
"The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
-
E.
The Future of Power
The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
- 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_69c0087bcc788190b20f093d3a6c60ec |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c057ab7324819086d4708e6f9391c0 |
completed | March 22, 2026, 8:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c12531d764819083e1bb37d8c81a6c |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c12964de988190a9673abe4140980e |
completed | March 23, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d7cd348190963e1a266d5e88ae |
completed | March 23, 2026, 11:53 a.m. |
Created at: March 22, 2026, 4:12 p.m.