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.