Triple
T5383619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Business @ the Speed of Thought |
E113148
|
entity |
| Predicate | followsWorkOfAuthor |
P28586
|
FINISHED |
| Object | The Road Ahead |
E113147
|
NE FINISHED |
How this triple was built (2 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: [Business @ the Speed of Thought, followsWorkOfAuthor, The Road Ahead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Road Ahead Context triple: [Business @ the Speed of Thought, followsWorkOfAuthor, The Road Ahead]
-
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 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.
-
C.
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.
-
D.
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.
-
E.
Facing Future
Facing Future is a landmark Hawaiian music album by Israel Kamakawiwoʻole, best known internationally for its medley of "Somewhere Over the Rainbow/What a Wonderful World."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd4436a1988190af18dcff7fd306b4 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd86f39edc81908e53973cef1bc0f3 |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf295030b081909bea5e946aac098b |
completed | March 21, 2026, 11:27 p.m. |
Created at: March 20, 2026, 2:03 p.m.