Triple

T406241
Position Surface form Disambiguated ID Type / Status
Subject Marc Benioff E9389 entity
Predicate authored P80 FINISHED
Object Behind the Cloud
"Behind the Cloud" is a business and leadership book by Salesforce founder Marc Benioff that chronicles the company’s growth and shares strategies for building a successful cloud-based enterprise.
E51203 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: Behind the Cloud | Statement: [Marc Benioff, authored, Behind the Cloud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Behind the Cloud
Context triple: [Marc Benioff, authored, Behind the Cloud]
  • A. The Network
    The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
  • B. Cautious Clay
    Cautious Clay is an American singer, songwriter, producer, and multi-instrumentalist known for his genre-blending R&B, indie, and electronic music.
  • C. The Great Unknown
    The Great Unknown is a section of Washington Irving’s 1824 story collection "Tales of a Traveller," comprising a group of tales centered on mystery and the supernatural.
  • D. Cornershop
    Cornershop is an on-demand grocery delivery service, originally founded in Latin America, that connects users with local supermarkets and retailers through a mobile app and web platform.
  • E. Follow a Star
    "Follow a Star" is a 1959 British comedy film starring Norman Wisdom as an inept but endearing aspiring entertainer whose misadventures lead him toward unexpected success.
  • 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: Behind the Cloud
Triple: [Marc Benioff, authored, Behind the Cloud]
Generated description
"Behind the Cloud" is a business and leadership book by Salesforce founder Marc Benioff that chronicles the company’s growth and shares strategies for building a successful cloud-based enterprise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Behind the Cloud
Target entity description: "Behind the Cloud" is a business and leadership book by Salesforce founder Marc Benioff that chronicles the company’s growth and shares strategies for building a successful cloud-based enterprise.
  • A. The Network
    The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
  • B. Cautious Clay
    Cautious Clay is an American singer, songwriter, producer, and multi-instrumentalist known for his genre-blending R&B, indie, and electronic music.
  • C. The Great Unknown
    The Great Unknown is a section of Washington Irving’s 1824 story collection "Tales of a Traveller," comprising a group of tales centered on mystery and the supernatural.
  • D. Cornershop
    Cornershop is an on-demand grocery delivery service, originally founded in Latin America, that connects users with local supermarkets and retailers through a mobile app and web platform.
  • E. Follow a Star
    "Follow a Star" is a 1959 British comedy film starring Norman Wisdom as an inept but endearing aspiring entertainer whose misadventures lead him toward unexpected success.
  • 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecbc00508190bbb602179273f29c completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a413f75e5481908b7a0f070dec5c56 completed March 1, 2026, 10:24 a.m.
NEDg Description generation batch_69a41464d2a8819085ee2fc8a86a7628 completed March 1, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69a414a7aff08190ab54f4118cec790d completed March 1, 2026, 10:27 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.