Triple
T8541117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nairobi Securities Exchange |
E202195
|
entity |
| Predicate | offersMarketSegment |
P83214
|
FINISHED |
| Object |
Fixed Income Securities Market Segment
The Fixed Income Securities Market Segment is a section of the Nairobi Securities Exchange dedicated to listing and trading debt instruments such as government and corporate bonds.
|
E741133
|
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: Fixed Income Securities Market Segment | Statement: [Nairobi Securities Exchange, offersMarketSegment, Fixed Income Securities Market Segment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fixed Income Securities Market Segment Context triple: [Nairobi Securities Exchange, offersMarketSegment, Fixed Income Securities Market Segment]
-
A.
Main Securities Market
The Main Securities Market is the primary regulated market of the Irish Stock Exchange for listing and trading equity and debt securities.
-
B.
ICE fixed income and data business
ICE fixed income and data business is a division of Intercontinental Exchange that provides fixed income pricing, analytics, reference data, and related market data services to financial institutions and market participants.
-
C.
Institutional Securities
Institutional Securities is Morgan Stanley’s core business division that provides investment banking, capital markets, and institutional trading and advisory services to corporations, governments, and financial institutions.
-
D.
Enterprise Securities Market
The Enterprise Securities Market is a dedicated trading platform of the Irish Stock Exchange designed for small and medium-sized companies to list and raise capital.
-
E.
Bonds
Bonds is a surname most famously associated with Barry Bonds, the record-setting Major League Baseball slugger.
- 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: Fixed Income Securities Market Segment Triple: [Nairobi Securities Exchange, offersMarketSegment, Fixed Income Securities Market Segment]
Generated description
The Fixed Income Securities Market Segment is a section of the Nairobi Securities Exchange dedicated to listing and trading debt instruments such as government and corporate bonds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fixed Income Securities Market Segment Target entity description: The Fixed Income Securities Market Segment is a section of the Nairobi Securities Exchange dedicated to listing and trading debt instruments such as government and corporate bonds.
-
A.
Main Securities Market
The Main Securities Market is the primary regulated market of the Irish Stock Exchange for listing and trading equity and debt securities.
-
B.
ICE fixed income and data business
ICE fixed income and data business is a division of Intercontinental Exchange that provides fixed income pricing, analytics, reference data, and related market data services to financial institutions and market participants.
-
C.
Institutional Securities
Institutional Securities is Morgan Stanley’s core business division that provides investment banking, capital markets, and institutional trading and advisory services to corporations, governments, and financial institutions.
-
D.
Enterprise Securities Market
The Enterprise Securities Market is a dedicated trading platform of the Irish Stock Exchange designed for small and medium-sized companies to list and raise capital.
-
E.
Bonds
Bonds is a surname most famously associated with Barry Bonds, the record-setting Major League Baseball slugger.
- 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_69ca832461e88190a654c5e44e233aa8 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc4578d9c8819096b3853d01c3ec11 |
completed | March 31, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6da3d65c819087ed6b46dfc35885 |
completed | April 2, 2026, 1:22 p.m. |
| NEDg | Description generation | batch_69ce6ec3b080819082d64646d453541d |
completed | April 2, 2026, 1:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fe928d48190824e7a94fea5cfc0 |
completed | April 2, 2026, 1:32 p.m. |
Created at: March 30, 2026, 6:18 p.m.