Triple
T2848262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Chamber of Commerce |
E63031
|
entity |
| Predicate | setsStandard |
P1371
|
FINISHED |
| Object |
Uniform Rules for Demand Guarantees
The Uniform Rules for Demand Guarantees are a globally recognized set of standardized practices and guidelines governing the use and operation of demand guarantees in international trade and finance.
|
E302887
|
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: Uniform Rules for Demand Guarantees | Statement: [International Chamber of Commerce, setsStandard, Uniform Rules for Demand Guarantees]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uniform Rules for Demand Guarantees Context triple: [International Chamber of Commerce, setsStandard, Uniform Rules for Demand Guarantees]
-
A.
Walrasian market-clearing framework
The Walrasian market-clearing framework is a general equilibrium model in which perfectly competitive markets continuously adjust prices so that supply equals demand in all markets simultaneously.
-
B.
Communication Nets: Stochastic Message Flow and Delay
"Communication Nets: Stochastic Message Flow and Delay" is a foundational book in queueing theory and computer networking that rigorously analyzes message traffic and delays in communication networks.
-
C.
On Equilibrium
On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
-
D.
The Antitrust Paradox
The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
-
E.
Activity Analysis of Production and Allocation
"Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
- 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: Uniform Rules for Demand Guarantees Triple: [International Chamber of Commerce, setsStandard, Uniform Rules for Demand Guarantees]
Generated description
The Uniform Rules for Demand Guarantees are a globally recognized set of standardized practices and guidelines governing the use and operation of demand guarantees in international trade and finance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Uniform Rules for Demand Guarantees Target entity description: The Uniform Rules for Demand Guarantees are a globally recognized set of standardized practices and guidelines governing the use and operation of demand guarantees in international trade and finance.
-
A.
Walrasian market-clearing framework
The Walrasian market-clearing framework is a general equilibrium model in which perfectly competitive markets continuously adjust prices so that supply equals demand in all markets simultaneously.
-
B.
Communication Nets: Stochastic Message Flow and Delay
"Communication Nets: Stochastic Message Flow and Delay" is a foundational book in queueing theory and computer networking that rigorously analyzes message traffic and delays in communication networks.
-
C.
On Equilibrium
On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
-
D.
The Antitrust Paradox
The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
-
E.
Activity Analysis of Production and Allocation
"Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
- 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf403698819084fb4ace5839aa05 |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8df46c881909a5f0d1d0eef9a42 |
completed | March 10, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_69afe948ba148190a88126df32f16be2 |
completed | March 10, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0018170908190976f849380841b17 |
completed | March 10, 2026, 11:33 a.m. |
Created at: March 6, 2026, 10:02 p.m.