Triple

T264746
Position Surface form Disambiguated ID Type / Status
Subject LinkedIn E5698 entity
Predicate formerKeyPerson P256 FINISHED
Object Jeff Weiner
Jeff Weiner is an American business executive best known for serving as the longtime CEO of LinkedIn, where he oversaw the company’s rapid growth and acquisition by Microsoft.
E35035 NE FINISHED

How this triple was built (5 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: Jeff Weiner | Statement: [LinkedIn, formerKeyPerson, Jeff Weiner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Weiner
Context triple: [LinkedIn, formerKeyPerson, Jeff Weiner]
  • A. Edward Zuckerberg
    Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
  • B. Michael Weiner
    Michael Weiner was an American labor lawyer who served as the executive director of the Major League Baseball Players Association, where he was known for his influential role in player labor relations and collective bargaining.
  • C. Josh Harris
    Josh Harris is an American billionaire investor and sports team owner best known as a co-founder of Apollo Global Management and the principal owner of multiple professional franchises, including the NFL’s Washington Commanders.
  • D. Chris Hughes
    Chris Hughes is an American entrepreneur and philanthropist best known as one of the co-founders of Facebook and a former owner of The New Republic magazine.
  • E. Chad Mirkin
    Chad Mirkin is an American chemist and nanotechnology pioneer known for inventing dip-pen nanolithography and developing spherical nucleic acids for biomedical applications.
  • 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: Jeff Weiner
Triple: [LinkedIn, formerKeyPerson, Jeff Weiner]
Generated description
Jeff Weiner is an American business executive best known for serving as the longtime CEO of LinkedIn, where he oversaw the company’s rapid growth and acquisition by Microsoft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Weiner
Target entity description: Jeff Weiner is an American business executive best known for serving as the longtime CEO of LinkedIn, where he oversaw the company’s rapid growth and acquisition by Microsoft.
  • A. Edward Zuckerberg
    Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
  • B. Michael Weiner
    Michael Weiner was an American labor lawyer who served as the executive director of the Major League Baseball Players Association, where he was known for his influential role in player labor relations and collective bargaining.
  • C. Josh Harris
    Josh Harris is an American billionaire investor and sports team owner best known as a co-founder of Apollo Global Management and the principal owner of multiple professional franchises, including the NFL’s Washington Commanders.
  • D. Chris Hughes
    Chris Hughes is an American entrepreneur and philanthropist best known as one of the co-founders of Facebook and a former owner of The New Republic magazine.
  • E. Chad Mirkin
    Chad Mirkin is an American chemist and nanotechnology pioneer known for inventing dip-pen nanolithography and developing spherical nucleic acids for biomedical applications.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerKeyPerson
Context triple: [LinkedIn, formerKeyPerson, Jeff Weiner]
  • A. keyPerson chosen
    Indicates that a person plays a primary, central, or critically important role in relation to an organization, project, or entity.
  • B. formerCEO
    Indicates that one entity previously held, but no longer holds, the position of chief executive officer of the other entity.
  • C. formerName
    Indicates that an entity was previously known by a different name in the past.
  • D. formerMemberOf
    Indicates that an entity once belonged to or was affiliated with a group, organization, or body, but is no longer a member.
  • E. peakPersonnel
    Indicates the maximum number of personnel involved or present at any point during a specified period or activity.
  • F. None of above.

Provenance (6 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_69a2587daeb081909591b9d30f80a271 completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25d8f9bbc8190a13841e4de093a66 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a38b8e36b481909f9a039236e663df completed March 1, 2026, 12:42 a.m.
NEDg Description generation batch_69a38bf7a0008190ba086ca136571c1f completed March 1, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69a38c4691688190a552e40747baa464 completed March 1, 2026, 12:45 a.m.
PD Predicate disambiguation batch_69a25b6e07748190834022a65ba6d803 completed Feb. 28, 2026, 3:05 a.m.
Created at: Feb. 28, 2026, 2:56 a.m.