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.