Triple

T18466676
Position Surface form Disambiguated ID Type / Status
Subject Roger W. Babson E451179 entity
Predicate wrote P2831 FINISHED
Object The Coming Boom
The Coming Boom is an economic and financial forecast book by American entrepreneur and statistician Roger W. Babson, in which he predicts and analyzes future periods of prosperity.
E1326736 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 Coming Boom | Statement: [Roger W. Babson, wrote, The Coming Boom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Coming Boom
Context triple: [Roger W. Babson, wrote, The Coming Boom]
  • A. The Coming
    The Coming is a 1996 hip hop album by Busta Rhymes that introduced his energetic, animated style to a wide audience and features the hit single "Woo Hah!! Got You All in Check."
  • B. Here Comes the Boom
    Here Comes the Boom is a 2012 sports comedy film starring Kevin James as a high school teacher who becomes a mixed martial arts fighter to raise money for his school.
  • C. The Great Convergence
    The Great Convergence is a book by economist Richard Baldwin that analyzes how globalization and digital technologies are reshaping the world economy and narrowing the gap between rich and poor countries.
  • D. The Coming Wave
    The Coming Wave is a nonfiction book by AI pioneer Mustafa Suleyman that explores the transformative power and potential risks of rapidly advancing technologies like artificial intelligence and synthetic biology.
  • E. The Boom
    The Boom was a Japanese rock band best known for their 1993 hit single "Shima Uta," which blended rock with Okinawan folk influences.
  • 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 Coming Boom
Triple: [Roger W. Babson, wrote, The Coming Boom]
Generated description
The Coming Boom is an economic and financial forecast book by American entrepreneur and statistician Roger W. Babson, in which he predicts and analyzes future periods of prosperity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Coming Boom
Target entity description: The Coming Boom is an economic and financial forecast book by American entrepreneur and statistician Roger W. Babson, in which he predicts and analyzes future periods of prosperity.
  • A. The Coming
    The Coming is a 1996 hip hop album by Busta Rhymes that introduced his energetic, animated style to a wide audience and features the hit single "Woo Hah!! Got You All in Check."
  • B. Here Comes the Boom
    Here Comes the Boom is a 2012 sports comedy film starring Kevin James as a high school teacher who becomes a mixed martial arts fighter to raise money for his school.
  • C. The Great Convergence
    The Great Convergence is a book by economist Richard Baldwin that analyzes how globalization and digital technologies are reshaping the world economy and narrowing the gap between rich and poor countries.
  • D. The Coming Wave
    The Coming Wave is a nonfiction book by AI pioneer Mustafa Suleyman that explores the transformative power and potential risks of rapidly advancing technologies like artificial intelligence and synthetic biology.
  • E. The Boom
    The Boom was a Japanese rock band best known for their 1993 hit single "Shima Uta," which blended rock with Okinawan folk influences.
  • 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52a83a27c8190aafb82f615c2dd72 completed April 19, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f24ff448190b1b54ff5209a7b01 completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a0465ffc3e48190b2e69cf482e49577 completed May 13, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a04669583fc8190b32ce936b8bb0f63 completed May 13, 2026, 11:55 a.m.
Created at: April 10, 2026, 11:34 a.m.