Triple
T11652371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KATS |
E276934
|
entity |
| Predicate | hasUser |
P6943
|
FINISHED |
| Object |
trading members of Pakistan Stock Exchange
Trading members of Pakistan Stock Exchange are licensed brokerage firms and dealers authorized to execute trades and provide intermediary services in Pakistan’s primary securities marketplace.
|
E939011
|
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: trading members of Pakistan Stock Exchange | Statement: [KATS, hasUser, trading members of Pakistan Stock Exchange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: trading members of Pakistan Stock Exchange Context triple: [KATS, hasUser, trading members of Pakistan Stock Exchange]
-
A.
Pakistan Stock Exchange
The Pakistan Stock Exchange is the main stock exchange of Pakistan, headquartered in Karachi and serving as the country’s primary marketplace for trading shares and other securities.
-
B.
Securities and Exchange Commission of Pakistan
The Securities and Exchange Commission of Pakistan is the primary financial regulatory authority in Pakistan, overseeing the capital markets, corporate sector, insurance, and non-banking financial institutions.
-
C.
Tadawul
Tadawul is the Saudi Stock Exchange, the Kingdom of Saudi Arabia’s sole securities market and one of the largest stock exchanges in the Middle East.
-
D.
Boursorama
Boursorama is a French online bank and financial services company known for its low-cost digital banking and brokerage offerings.
-
E.
Bombay Stock Exchange
The Bombay Stock Exchange is one of Asia’s oldest and largest stock exchanges, serving as a major financial marketplace in India for trading equities, derivatives, and other securities.
- 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: trading members of Pakistan Stock Exchange Triple: [KATS, hasUser, trading members of Pakistan Stock Exchange]
Generated description
Trading members of Pakistan Stock Exchange are licensed brokerage firms and dealers authorized to execute trades and provide intermediary services in Pakistan’s primary securities marketplace.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: trading members of Pakistan Stock Exchange Target entity description: Trading members of Pakistan Stock Exchange are licensed brokerage firms and dealers authorized to execute trades and provide intermediary services in Pakistan’s primary securities marketplace.
-
A.
Pakistan Stock Exchange
The Pakistan Stock Exchange is the main stock exchange of Pakistan, headquartered in Karachi and serving as the country’s primary marketplace for trading shares and other securities.
-
B.
Securities and Exchange Commission of Pakistan
The Securities and Exchange Commission of Pakistan is the primary financial regulatory authority in Pakistan, overseeing the capital markets, corporate sector, insurance, and non-banking financial institutions.
-
C.
Tadawul
Tadawul is the Saudi Stock Exchange, the Kingdom of Saudi Arabia’s sole securities market and one of the largest stock exchanges in the Middle East.
-
D.
Boursorama
Boursorama is a French online bank and financial services company known for its low-cost digital banking and brokerage offerings.
-
E.
Bombay Stock Exchange
The Bombay Stock Exchange is one of Asia’s oldest and largest stock exchanges, serving as a major financial marketplace in India for trading equities, derivatives, and other securities.
- 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a2d01f9c8190849f252f22519550 |
completed | April 10, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee880eccc4819096e2b3305cdb3239 |
completed | April 26, 2026, 9:47 p.m. |
| NEDg | Description generation | batch_69eeb314eef0819091a949bbfc820ee9 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eee9a79d348190bb3e15f0d37b9d57 |
completed | April 27, 2026, 4:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.