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.