Triple

T21165428
Position Surface form Disambiguated ID Type / Status
Subject Evelyn O'Neill E521547 entity
Predicate employer P7 FINISHED
Object Management 360
Management 360 is a Los Angeles–based talent management and production company representing high-profile actors, writers, and other entertainment industry professionals.
 E1471091 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: Management 360 | Statement: [Evelyn O'Neill, employer, Management 360]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Management 360
Context triple: [Evelyn O'Neill, employer, Management 360]
  • A. Workplace Management
    Workplace Management is a book by Taiichi Ohno that outlines his principles and practices for improving efficiency and productivity in manufacturing and workplace operations.
  • B. Next Management
    Next Management is a prominent international modeling agency known for representing high-profile fashion models and talent.
  • C. Personal Manager
    "Personal Manager" is a blues song by Albert King, co-written with David Porter, known for its soulful guitar work and inclusion on King's influential 1967 album "Born Under a Bad Sign."
  • D. Manage
    Manage is a municipality in the Hainaut province of Wallonia in Belgium.
  • E. MasteryConnect
    MasteryConnect is an educational assessment and curriculum platform that helps teachers track student mastery of standards and inform instruction in real time.
  • 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: Management 360
Triple: [Evelyn O'Neill, employer, Management 360]
Generated description
Management 360 is a Los Angeles–based talent management and production company representing high-profile actors, writers, and other entertainment industry professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Management 360
Target entity description: Management 360 is a Los Angeles–based talent management and production company representing high-profile actors, writers, and other entertainment industry professionals.
  • A. Workplace Management
    Workplace Management is a book by Taiichi Ohno that outlines his principles and practices for improving efficiency and productivity in manufacturing and workplace operations.
  • B. Next Management
    Next Management is a prominent international modeling agency known for representing high-profile fashion models and talent.
  • C. Personal Manager
    "Personal Manager" is a blues song by Albert King, co-written with David Porter, known for its soulful guitar work and inclusion on King's influential 1967 album "Born Under a Bad Sign."
  • D. Manage
    Manage is a municipality in the Hainaut province of Wallonia in Belgium.
  • E. MasteryConnect
    MasteryConnect is an educational assessment and curriculum platform that helps teachers track student mastery of standards and inform instruction in real time.
  • 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_69e0b50e30748190b186824a206d39b9 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7270e15bc81908d609198e573040e completed April 21, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09756daa488190a9d70f10e7f18b65 completed May 17, 2026, 7:59 a.m.
NEDg Description generation batch_6a0979844c9481908f432a81906f4658 completed May 17, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_6a097a0884a481909190be5c03261b8b completed May 17, 2026, 8:19 a.m.
Created at: April 16, 2026, 2:59 p.m.