Triple
T16400161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PNB Gilts Limited |
E398289
|
entity |
| Predicate | securityTypeDealtIn |
P3487
|
FINISHED |
| Object |
Treasury bills
Treasury bills are short-term government debt instruments issued at a discount and redeemed at face value, commonly used for low-risk, highly liquid investment and cash management.
|
E182267
|
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: Treasury bills | Statement: [PNB Gilts Limited, securityTypeDealtIn, Treasury bills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Treasury bills Context triple: [PNB Gilts Limited, securityTypeDealtIn, Treasury bills]
-
A.
Treasury bonds
Treasury bonds are long-term debt securities issued by the U.S. Department of the Treasury that pay periodic interest and return principal at maturity, commonly used as low-risk investment instruments.
-
B.
U.S. Treasury securities
U.S. Treasury securities are debt instruments issued by the U.S. Department of the Treasury to finance government operations, widely regarded as low-risk investments backed by the full faith and credit of the United States.
-
C.
U.S. savings notes
U.S. savings notes were non-marketable U.S. government savings securities, similar to savings bonds, that allowed individuals to invest small amounts in Treasury debt and earn interest over time.
-
D.
Treasury Inflation-Protected Securities (TIPS)
Treasury Inflation-Protected Securities (TIPS) are U.S. government bonds whose principal and interest payments adjust with inflation, providing investors protection against rising prices.
-
E.
Treasury auctions
Treasury auctions are government-run sales in which investors bid to purchase newly issued U.S. Treasury securities at market-determined interest rates.
- 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: Treasury bills Triple: [PNB Gilts Limited, securityTypeDealtIn, Treasury bills]
Generated description
Treasury bills are short-term government debt instruments issued at a discount and redeemed at face value, commonly used for low-risk, highly liquid investment and cash management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Treasury bills Target entity description: Treasury bills are short-term government debt instruments issued at a discount and redeemed at face value, commonly used for low-risk, highly liquid investment and cash management.
-
A.
Treasury bonds
Treasury bonds are long-term debt securities issued by the U.S. Department of the Treasury that pay periodic interest and return principal at maturity, commonly used as low-risk investment instruments.
-
B.
U.S. Treasury securities
chosen
U.S. Treasury securities are debt instruments issued by the U.S. Department of the Treasury to finance government operations, widely regarded as low-risk investments backed by the full faith and credit of the United States.
-
C.
U.S. savings notes
U.S. savings notes were non-marketable U.S. government savings securities, similar to savings bonds, that allowed individuals to invest small amounts in Treasury debt and earn interest over time.
-
D.
Treasury Inflation-Protected Securities (TIPS)
Treasury Inflation-Protected Securities (TIPS) are U.S. government bonds whose principal and interest payments adjust with inflation, providing investors protection against rising prices.
-
E.
Treasury auctions
Treasury auctions are government-run sales in which investors bid to purchase newly issued U.S. Treasury securities at market-determined interest rates.
- F. None of above.
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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327cea4e481908400b852a5a7032a |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c5bcc7c81909dc1d3a9a1b7f50a |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003dd7e9d481908822da391112eb39 |
completed | May 10, 2026, 8:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003eb888e481908eb4ed77f86cf9f3 |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.