Triple
T3524676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicago SRW wheat |
E74508
|
entity |
| Predicate | isReferenceGradeFor |
P49257
|
FINISHED |
| Object | CBOT wheat futures |
E17376
|
NE FINISHED |
How this triple was built (2 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: CBOT wheat futures | Statement: [Chicago SRW wheat, isReferenceGradeFor, CBOT wheat futures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CBOT wheat futures Context triple: [Chicago SRW wheat, isReferenceGradeFor, CBOT wheat futures]
-
A.
CME grain and oilseed futures
chosen
CME grain and oilseed futures are standardized exchange-traded contracts on agricultural commodities like corn, soybeans, and wheat that allow market participants to hedge price risk and speculate on future price movements.
-
B.
CME livestock futures
CME livestock futures are standardized exchange-traded contracts on the Chicago Mercantile Exchange that allow participants to hedge or speculate on the future prices of livestock such as cattle and hogs.
-
C.
U.S. Treasury futures
U.S. Treasury futures are standardized exchange-traded derivative contracts that allow investors to speculate on or hedge against future changes in U.S. government bond yields and prices.
-
D.
WTI crude oil futures
WTI crude oil futures are benchmark oil derivative contracts widely used for global crude pricing, hedging, and speculation, primarily traded on major exchanges such as CME Group’s NYMEX.
-
E.
Chicago Mercantile Exchange
The Chicago Mercantile Exchange is a major U.S. derivatives marketplace where futures and options on a wide range of asset classes are traded.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85d0c5488190a3d8e02ebd01a1aa |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc68b15881909b407486946ec3c5 |
completed | March 8, 2026, 6:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e8ae87481909eabd5847fbfa617 |
completed | March 13, 2026, 3:03 a.m. |
Created at: March 8, 2026, 3:19 p.m.