Triple

T15155322
Position Surface form Disambiguated ID Type / Status
Subject Irving Azoff E362056 entity
Predicate employer P7 FINISHED
Object Front Line Management
Front Line Management is a prominent music management company known for representing major artists and being led by influential industry executive Irving Azoff.
E1140343 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: Front Line Management | Statement: [Irving Azoff, employer, Front Line Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Front Line Management
Context triple: [Irving Azoff, employer, Front Line Management]
  • A. Next Management
    Next Management is a prominent international modeling agency known for representing high-profile fashion models and talent.
  • B. Enterprise Management Directorate
    The Enterprise Management Directorate is a key organizational unit within Washington Headquarters Services that oversees enterprise-wide management, policy, and support functions for the U.S. Department of Defense headquarters.
  • C. Leadership and Management School
    Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
  • D. Executive Management Division
    The Executive Management Division is a key administrative branch within NATO that supports the Alliance’s senior leadership by overseeing organizational management, resources, and internal support functions.
  • E. 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.
  • 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: Front Line Management
Triple: [Irving Azoff, employer, Front Line Management]
Generated description
Front Line Management is a prominent music management company known for representing major artists and being led by influential industry executive Irving Azoff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Front Line Management
Target entity description: Front Line Management is a prominent music management company known for representing major artists and being led by influential industry executive Irving Azoff.
  • A. Next Management
    Next Management is a prominent international modeling agency known for representing high-profile fashion models and talent.
  • B. Enterprise Management Directorate
    The Enterprise Management Directorate is a key organizational unit within Washington Headquarters Services that oversees enterprise-wide management, policy, and support functions for the U.S. Department of Defense headquarters.
  • C. Leadership and Management School
    Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
  • D. Executive Management Division
    The Executive Management Division is a key administrative branch within NATO that supports the Alliance’s senior leadership by overseeing organizational management, resources, and internal support functions.
  • E. 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.
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060b0cd08190afad14cffcc7d93f completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69febff87b6c819097f5cc99b2d75fb6 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec1c2ce5c81909e2df69e4cf80344 completed May 9, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69fec25d50548190a056d6bb1297e780 completed May 9, 2026, 5:13 a.m.
Created at: April 10, 2026, 3:08 a.m.