Triple

T2033186
Position Surface form Disambiguated ID Type / Status
Subject High Output Management E44562 entity
Predicate notableConcept P201 FINISHED
Object management by objectives
Management by objectives is a performance management approach in which managers and employees collaboratively set clear, measurable goals and evaluate results against those agreed targets.
 E229735 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 by objectives | Statement: [High Output Management, notableConcept, management by objectives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: management by objectives
Context triple: [High Output Management, notableConcept, management by objectives]
  • A. Objectives Resolution
    The Objectives Resolution is a foundational constitutional document of Pakistan that outlines the guiding Islamic and democratic principles of the state and serves as the preamble to its 1973 Constitution.
  • B. scientific management
    Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
  • C. AIM
    AIM is the London Stock Exchange’s market for smaller, growing companies that offers more flexible regulatory requirements than the Main Market.
  • D. AIM
    AIM is a global initiative focused on mobilizing coordinated actions and investments to eradicate malaria.
  • E. AIM
    AIM is the commonly used acronym for AOL Instant Messenger, a pioneering early internet instant messaging service.
  • 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 by objectives
Triple: [High Output Management, notableConcept, management by objectives]
Generated description
Management by objectives is a performance management approach in which managers and employees collaboratively set clear, measurable goals and evaluate results against those agreed targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: management by objectives
Target entity description: Management by objectives is a performance management approach in which managers and employees collaboratively set clear, measurable goals and evaluate results against those agreed targets.
  • A. Objectives Resolution
    The Objectives Resolution is a foundational constitutional document of Pakistan that outlines the guiding Islamic and democratic principles of the state and serves as the preamble to its 1973 Constitution.
  • B. scientific management
    Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
  • C. AIM
    AIM is a global initiative focused on mobilizing coordinated actions and investments to eradicate malaria.
  • D. AIM
    AIM is the London Stock Exchange’s market for smaller, growing companies that offers more flexible regulatory requirements than the Main Market.
  • E. AIM
    AIM is the commonly used acronym for AOL Instant Messenger, a pioneering early internet instant messaging service.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb93255248190bd47a54a7b3c7447 completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ff03d3c8190adef0224aac989bd completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2092c3ac8190b2f1f3e9c980f40a completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae21c757c88190a151e01ee0825d85 completed March 9, 2026, 1:26 a.m.
Created at: March 4, 2026, 7:39 p.m.