Triple
T21802273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Multilateral Memorandum of Understanding |
E538265
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
MMoU
MMoU is the commonly used abbreviation for the IOSCO Multilateral Memorandum of Understanding, a key international agreement facilitating cross-border cooperation and information sharing among securities regulators.
|
E1502107
|
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: MMoU | Statement: [IOSCO Multilateral Memorandum of Understanding, abbreviation, MMoU]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MMoU Context triple: [IOSCO Multilateral Memorandum of Understanding, abbreviation, MMoU]
-
A.
MOU
MOU is a regional museum in Oudenaarde, Belgium, showcasing the history, art, and cultural heritage of the city and the Flemish Ardennes.
-
B.
MMTU
MMTU is the ICAO airport code for Tulum International Airport in Tulum, Quintana Roo, Mexico.
-
C.
MMMM
MMMM is the ICAO airport code for General Francisco J. Mujica International Airport serving Morelia, Michoacán, Mexico.
-
D.
MM
MM is a post-nominal abbreviation indicating that a person has been awarded the Military Medal for bravery in battle.
-
E.
MMML
MMML is the ICAO airport code for Mexicali International Airport in Mexicali, Baja California, Mexico.
- 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: MMoU Triple: [IOSCO Multilateral Memorandum of Understanding, abbreviation, MMoU]
Generated description
MMoU is the commonly used abbreviation for the IOSCO Multilateral Memorandum of Understanding, a key international agreement facilitating cross-border cooperation and information sharing among securities regulators.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MMoU Target entity description: MMoU is the commonly used abbreviation for the IOSCO Multilateral Memorandum of Understanding, a key international agreement facilitating cross-border cooperation and information sharing among securities regulators.
-
A.
MOU
MOU is a regional museum in Oudenaarde, Belgium, showcasing the history, art, and cultural heritage of the city and the Flemish Ardennes.
-
B.
MMTU
MMTU is the ICAO airport code for Tulum International Airport in Tulum, Quintana Roo, Mexico.
-
C.
MMMM
MMMM is the ICAO airport code for General Francisco J. Mujica International Airport serving Morelia, Michoacán, Mexico.
-
D.
MM
MM is a post-nominal abbreviation indicating that a person has been awarded the Military Medal for bravery in battle.
-
E.
MMML
MMML is the ICAO airport code for Mexicali International Airport in Mexicali, Baja California, Mexico.
- 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_69e0c4733f4081909a86622e7e6d15d2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0780062688190a6c3a2a0364f0f77 |
completed | April 28, 2026, 9:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a3e827ad88190869f3c4797c80891 |
completed | May 17, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a0a3f4358d48190a88208a55d19a9ef |
completed | May 17, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a404206e0819080c640619cd277ab |
completed | May 17, 2026, 10:25 p.m. |
Created at: April 16, 2026, 6:53 p.m.