Triple

T406242
Position Surface form Disambiguated ID Type / Status
Subject Marc Benioff E9389 entity
Predicate authored P80 FINISHED
Object Trailblazer
Trailblazer is a business and leadership book by Salesforce CEO Marc Benioff that explores how companies can drive innovation and growth while prioritizing values, social impact, and stakeholder capitalism.
 E51204 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: Trailblazer | Statement: [Marc Benioff, authored, Trailblazer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trailblazer
Context triple: [Marc Benioff, authored, Trailblazer]
  • A. The Wanderer
    The Wanderer is an Old English elegiac poem reflecting on exile, loss, and the search for wisdom in a transient world.
  • B. Rider
    Rider is a cross-platform integrated development environment by JetBrains, widely used for .NET and C# development.
  • C. The Last Frontier
    The Last Frontier is a popular nickname for Alaska, highlighting its vast wilderness, remoteness, and relatively undeveloped natural landscapes.
  • D. Mist Trail
    Mist Trail is a popular and steep hiking route in Yosemite National Park known for its close-up, mist-soaked views of Vernal and Nevada Falls.
  • E. Loralai
    Loralai is a town and district in northern Balochistan, Pakistan, known historically as a regional administrative and trade center.
  • 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: Trailblazer
Triple: [Marc Benioff, authored, Trailblazer]
Generated description
Trailblazer is a business and leadership book by Salesforce CEO Marc Benioff that explores how companies can drive innovation and growth while prioritizing values, social impact, and stakeholder capitalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trailblazer
Target entity description: Trailblazer is a business and leadership book by Salesforce CEO Marc Benioff that explores how companies can drive innovation and growth while prioritizing values, social impact, and stakeholder capitalism.
  • A. The Wanderer
    The Wanderer is an Old English elegiac poem reflecting on exile, loss, and the search for wisdom in a transient world.
  • B. Rider
    Rider is a cross-platform integrated development environment by JetBrains, widely used for .NET and C# development.
  • C. The Last Frontier
    The Last Frontier is a popular nickname for Alaska, highlighting its vast wilderness, remoteness, and relatively undeveloped natural landscapes.
  • D. Mist Trail
    Mist Trail is a popular and steep hiking route in Yosemite National Park known for its close-up, mist-soaked views of Vernal and Nevada Falls.
  • E. Loralai
    Loralai is a town and district in northern Balochistan, Pakistan, known historically as a regional administrative and trade center.
  • 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.