Triple

T21740569
Position Surface form Disambiguated ID Type / Status
Subject Peter Rinearson E536646 entity
Predicate notableWork P4 FINISHED
Object The Road Ahead
The Road Ahead is a 1995 book by Bill Gates, co-written with Nathan Myhrvold and Peter Rinearson, that explores the future impact of personal computing and the internet on society and business.
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: [Peter Rinearson, notableWork, The Road Ahead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Road Ahead
Context triple: [Peter Rinearson, notableWork, The Road Ahead]
  • A. 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.
  • B. The Way Ahead
    The Way Ahead is a 1944 British World War II drama film that follows a group of civilian recruits as they transform into a cohesive army platoon.
  • C. The Way Ahead
    The Way Ahead is a 1968 avant-garde jazz album by saxophonist Archie Shepp, noted for its politically charged themes and innovative, hard-edged improvisation.
  • D. The Way of the Future
    "The Way of the Future" is a studio album by American hard rock band Black Stone Cherry, showcasing their blend of Southern rock, heavy riffs, and melodic hooks.
  • E. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • 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: [Peter Rinearson, notableWork, The Road Ahead]
Generated description
The Road Ahead is a 1995 book by Bill Gates, co-written with Nathan Myhrvold and Peter Rinearson, that explores the future impact of personal computing and the internet on society and business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Road Ahead
Target entity description: The Road Ahead is a 1995 book by Bill Gates, co-written with Nathan Myhrvold and Peter Rinearson, that explores the future impact of personal computing and the internet on society and business.
  • A. The Road Ahead chosen
    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.
  • B. The Way Ahead
    The Way Ahead is a 1944 British World War II drama film that follows a group of civilian recruits as they transform into a cohesive army platoon.
  • C. The Way Ahead
    The Way Ahead is a 1968 avant-garde jazz album by saxophonist Archie Shepp, noted for its politically charged themes and innovative, hard-edged improvisation.
  • D. The Way of the Future
    "The Way of the Future" is a studio album by American hard rock band Black Stone Cherry, showcasing their blend of Southern rock, heavy riffs, and melodic hooks.
  • E. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • F. None of above.

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_69e0c46df5448190b4322127ffc4c690 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f01a7250d48190aa63f89db017ef70 completed April 28, 2026, 2:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ed8195081909206593c8872de88 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a300b6374819098d84a8b4347762c completed May 17, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0a308ca2648190a365ea141a5335bb completed May 17, 2026, 9:18 p.m.
Created at: April 16, 2026, 6:49 p.m.