Triple

T35927925
Position Surface form Disambiguated ID Type / Status
Subject FTX E1039074 entity
Predicate restructuringOfficer P184235 FINISHED
Object John J. Ray III
John J. Ray III is an American attorney and corporate restructuring expert known for overseeing high-profile bankruptcies, including the post-collapse cleanup of cryptocurrency exchange FTX.
 E2161064 NE FINISHED

How this triple was built (3 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: John J. Ray III | Statement: [FTX, restructuringOfficer, John J. Ray III]
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: John J. Ray III
Triple: [FTX, restructuringOfficer, John J. Ray III]
Generated description
John J. Ray III is an American attorney and corporate restructuring expert known for overseeing high-profile bankruptcies, including the post-collapse cleanup of cryptocurrency exchange FTX.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: restructuringOfficer
Context triple: [FTX, restructuringOfficer, John J. Ray III]
  • A. reorganizedOfficeOf
    Indicates that one entity has restructured, reshaped, or otherwise reorganized the organizational structure or functions of another entity’s office.
  • B. officeReconstitutedIn
    Indicates that an official position or office was re-established or newly formed within a specified location or jurisdiction.
  • C. chiefFinancialOfficerOf
    Indicates that one entity holds the position of chief financial officer (CFO) within the organization represented by the other entity.
  • D. chiefRevenueOfficerOf
    Indicates that a person holds the position of chief revenue officer within a specified organization, responsible for overseeing and driving its revenue-generating activities.
  • E. wasRestructuredInto
    Indicates that an entity underwent an organizational or structural change resulting in it becoming a different, successor entity.
  • F. None of above. chosen

Provenance (7 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_69f76e23e4688190a5369138755138bf completed May 3, 2026, 3:47 p.m.
NER Named-entity recognition batch_69f7acaec1508190a38f2ac9cc5383e7 completed May 3, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a38ae3a55d48190ab7a2932d397428c completed June 22, 2026, 3:38 a.m.
NEDg Description generation batch_6a38aeda67c88190b2aae19a26391f3b completed June 22, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_6a38afae6574819096f015f9d1c3eaca completed June 22, 2026, 3:44 a.m.
PD Predicate disambiguation batch_69f7ab734d848190a84f9b8c3a952b75 completed May 3, 2026, 8:09 p.m.
PDg Predicate description generation batch_69f7ac2210e481909279dade5328825c completed May 3, 2026, 8:12 p.m.
Created at: May 3, 2026, 4:07 p.m.