Triple
T20776678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Finance Ministers’ Process |
E511372
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
FMP
FMP is the commonly used acronym for the APEC Finance Ministers’ Process, a forum where Asia-Pacific economies coordinate regional financial and economic policy.
|
E1449538
|
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: FMP | Statement: [APEC Finance Ministers’ Process, abbreviation, FMP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FMP Context triple: [APEC Finance Ministers’ Process, abbreviation, FMP]
-
A.
FMP
FMP (Free Music Production) was a pioneering German independent record label known for its influential releases in free jazz and avant-garde improvised music.
-
B.
FactSet
FactSet is a financial data and analytics platform widely used by investment professionals for market data, research, and portfolio analysis.
-
C.
Nasdaq Data Link
Nasdaq Data Link is a financial data platform that provides access to a wide range of market, economic, and alternative datasets via APIs and tools for investors, analysts, and developers.
-
D.
S&P 500 Financials
The S&P 500 Financials is a sector index that tracks the performance of financial companies, such as banks, insurers, and diversified financial services firms, within the broader S&P 500.
-
E.
S&P Capital IQ
S&P Capital IQ is a financial data and analytics platform from S&P Global that provides comprehensive market, company, and research information to investment and corporate professionals.
- 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: FMP Triple: [APEC Finance Ministers’ Process, abbreviation, FMP]
Generated description
FMP is the commonly used acronym for the APEC Finance Ministers’ Process, a forum where Asia-Pacific economies coordinate regional financial and economic policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FMP Target entity description: FMP is the commonly used acronym for the APEC Finance Ministers’ Process, a forum where Asia-Pacific economies coordinate regional financial and economic policy.
-
A.
FMP
FMP (Free Music Production) was a pioneering German independent record label known for its influential releases in free jazz and avant-garde improvised music.
-
B.
FactSet
FactSet is a financial data and analytics platform widely used by investment professionals for market data, research, and portfolio analysis.
-
C.
Nasdaq Data Link
Nasdaq Data Link is a financial data platform that provides access to a wide range of market, economic, and alternative datasets via APIs and tools for investors, analysts, and developers.
-
D.
S&P 500 Financials
The S&P 500 Financials is a sector index that tracks the performance of financial companies, such as banks, insurers, and diversified financial services firms, within the broader S&P 500.
-
E.
S&P Capital IQ
S&P Capital IQ is a financial data and analytics platform from S&P Global that provides comprehensive market, company, and research information to investment and corporate professionals.
- 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_69e0b4cac7a48190a715cb3d545df2b4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c26bbe108190bb7c3e5b416e44fe |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08ef95f3d0819088cab88673d49c28 |
completed | May 16, 2026, 10:28 p.m. |
| NEDg | Description generation | batch_6a08f015f37081909e7202a76a5814ea |
completed | May 16, 2026, 10:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08f07dfb208190b00ad28d62e21de4 |
completed | May 16, 2026, 10:32 p.m. |
Created at: April 16, 2026, 12:37 p.m.