Triple

T8901565
Position Surface form Disambiguated ID Type / Status
Subject Jacob Marschak E211940 entity
Predicate notableWork P4 FINISHED
Object Theory of Teams
Theory of Teams is an influential work in economic theory that analyzes how groups make decisions under uncertainty and how information and incentives affect collective performance.
E764593 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: Theory of Teams | Statement: [Jacob Marschak, notableWork, Theory of Teams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theory of Teams
Context triple: [Jacob Marschak, notableWork, Theory of Teams]
  • A. Overarching Integrated Product Teams
    Overarching Integrated Product Teams are cross-functional groups within the U.S. defense acquisition process that coordinate and integrate stakeholder input to support major program decisions.
  • B. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • C. Integrated Operational Teams
    Integrated Operational Teams are multidisciplinary units within the UN Department of Peace Operations that provide integrated planning, management, and support to specific peacekeeping missions and field operations.
  • D. Joint Supervisory Teams
    Joint Supervisory Teams are cross-border supervisory groups composed of staff from the European Central Bank and national competent authorities that oversee significant banks within the euro area under the Single Supervisory Mechanism.
  • E. Decisions and Organizations
    Decisions and Organizations is a seminal collection of essays by James G. March that explores decision-making processes, organizational behavior, and theories of organizational choice.
  • 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: Theory of Teams
Triple: [Jacob Marschak, notableWork, Theory of Teams]
Generated description
Theory of Teams is an influential work in economic theory that analyzes how groups make decisions under uncertainty and how information and incentives affect collective performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theory of Teams
Target entity description: Theory of Teams is an influential work in economic theory that analyzes how groups make decisions under uncertainty and how information and incentives affect collective performance.
  • A. Overarching Integrated Product Teams
    Overarching Integrated Product Teams are cross-functional groups within the U.S. defense acquisition process that coordinate and integrate stakeholder input to support major program decisions.
  • B. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • C. Integrated Operational Teams
    Integrated Operational Teams are multidisciplinary units within the UN Department of Peace Operations that provide integrated planning, management, and support to specific peacekeeping missions and field operations.
  • D. Joint Supervisory Teams
    Joint Supervisory Teams are cross-border supervisory groups composed of staff from the European Central Bank and national competent authorities that oversee significant banks within the euro area under the Single Supervisory Mechanism.
  • E. Decisions and Organizations
    Decisions and Organizations is a seminal collection of essays by James G. March that explores decision-making processes, organizational behavior, and theories of organizational choice.
  • 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_69ca83918d3081909b326fa3750cb8c8 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc642a104081908df2d64e8f9ad0c8 completed April 1, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfac1846f481909aad27a6dacddba2 completed April 3, 2026, 12:01 p.m.
NEDg Description generation batch_69cfacb58f208190b5e8eeba58f1bd78 completed April 3, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfad73f7a8819089ee3dadf321220e completed April 3, 2026, 12:07 p.m.
Created at: March 30, 2026, 6:54 p.m.