Triple
T20615032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 10962 |
E506543
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Central securities depositories
Central securities depositories are specialized financial institutions that hold securities in electronic form and manage the clearing, settlement, and safekeeping of trades in capital markets.
|
E1441703
|
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: Central securities depositories | Statement: [ISO 10962, usedBy, Central securities depositories]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central securities depositories Context triple: [ISO 10962, usedBy, Central securities depositories]
-
A.
Central Securities Depositories Regulation
The Central Securities Depositories Regulation is an EU legislative framework that harmonizes the authorization, operation, and oversight of central securities depositories to improve safety and efficiency in post-trade securities settlement across the European Union.
-
B.
central securities depository of the Russian Federation
The National Settlement Depository is Russia’s primary post-trade infrastructure institution, responsible for the safekeeping, record-keeping, and settlement of securities transactions in the country’s financial market.
-
C.
Central Registration Depository
The Central Registration Depository is a centralized online database that stores licensing and registration information for broker-dealers and their associated individuals in the U.S. securities industry.
-
D.
CDS Clearing and Depository Services
CDS Clearing and Depository Services is Canada’s primary securities depository and clearing house, responsible for the custody, clearing, and settlement of equity, fixed income, and money market transactions.
-
E.
Canadian Depository for Securities
The Canadian Depository for Securities is Canada’s primary securities depository and clearing and settlement infrastructure for equity, fixed income, and money market transactions.
- 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: Central securities depositories Triple: [ISO 10962, usedBy, Central securities depositories]
Generated description
Central securities depositories are specialized financial institutions that hold securities in electronic form and manage the clearing, settlement, and safekeeping of trades in capital markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central securities depositories Target entity description: Central securities depositories are specialized financial institutions that hold securities in electronic form and manage the clearing, settlement, and safekeeping of trades in capital markets.
-
A.
Central Securities Depositories Regulation
The Central Securities Depositories Regulation is an EU legislative framework that harmonizes the authorization, operation, and oversight of central securities depositories to improve safety and efficiency in post-trade securities settlement across the European Union.
-
B.
central securities depository of the Russian Federation
The National Settlement Depository is Russia’s primary post-trade infrastructure institution, responsible for the safekeeping, record-keeping, and settlement of securities transactions in the country’s financial market.
-
C.
Central Registration Depository
The Central Registration Depository is a centralized online database that stores licensing and registration information for broker-dealers and their associated individuals in the U.S. securities industry.
-
D.
CDS Clearing and Depository Services
CDS Clearing and Depository Services is Canada’s primary securities depository and clearing house, responsible for the custody, clearing, and settlement of equity, fixed income, and money market transactions.
-
E.
Canadian Depository for Securities
The Canadian Depository for Securities is Canada’s primary securities depository and clearing and settlement infrastructure for equity, fixed income, and money market transactions.
- 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_69e0b4bc90988190ac360aaf645efc1d |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6aadaf47881909e93efb535c6c1e3 |
completed | April 20, 2026, 10:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bb13545c8190afcd6b35e2aa56ef |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bbb570f4819093e23b20fd83d101 |
completed | May 16, 2026, 6:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bf7d661c8190af9e9b7b4121f951 |
completed | May 16, 2026, 7:03 p.m. |
Created at: April 16, 2026, 11:41 a.m.