Triple
T20860058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Investment Facilitation Action Plan |
E513591
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
IFAP
IFAP is an APEC initiative aimed at improving the investment climate in member economies by streamlining and promoting transparent, predictable, and efficient investment procedures.
|
E1454604
|
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: IFAP | Statement: [APEC Investment Facilitation Action Plan, shortName, IFAP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IFAP Context triple: [APEC Investment Facilitation Action Plan, shortName, IFAP]
-
A.
IFP
IFP is the three-letter IATA airport code for Laughlin/Bullhead International Airport, serving the Laughlin, Nevada and Bullhead City, Arizona area.
-
B.
IFP
IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
-
C.
IFP
IFP is a French public-sector research and training organization specializing in energy, transport, and environmental technologies, historically focused on the oil and gas industry.
-
D.
KIFP
KIFP is the ICAO airport code for Laughlin/Bullhead International Airport, a public airport serving the Bullhead City, Arizona and Laughlin, Nevada area.
-
E.
FIPC
FIPC is a key policymaking body within the Bank of Thailand responsible for formulating and overseeing policies related to financial institutions and the stability of the financial system.
- 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: IFAP Triple: [APEC Investment Facilitation Action Plan, shortName, IFAP]
Generated description
IFAP is an APEC initiative aimed at improving the investment climate in member economies by streamlining and promoting transparent, predictable, and efficient investment procedures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IFAP Target entity description: IFAP is an APEC initiative aimed at improving the investment climate in member economies by streamlining and promoting transparent, predictable, and efficient investment procedures.
-
A.
IFP
IFP is the three-letter IATA airport code for Laughlin/Bullhead International Airport, serving the Laughlin, Nevada and Bullhead City, Arizona area.
-
B.
IFP
IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
-
C.
IFP
IFP is a French public-sector research and training organization specializing in energy, transport, and environmental technologies, historically focused on the oil and gas industry.
-
D.
KIFP
KIFP is the ICAO airport code for Laughlin/Bullhead International Airport, a public airport serving the Bullhead City, Arizona and Laughlin, Nevada area.
-
E.
FIPC
FIPC is a key policymaking body within the Bank of Thailand responsible for formulating and overseeing policies related to financial institutions and the stability of the financial system.
- 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_69e0b4f5b01081909452f654d2fc3f50 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c3aba3d0819093431f38f0095a71 |
completed | April 21, 2026, 12:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a090b0d847481908e4108d8bff97655 |
completed | May 17, 2026, 12:25 a.m. |
| NEDg | Description generation | batch_6a090ba60a848190a451883326a0c198 |
completed | May 17, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a090fd62538819095c04324d3714371 |
completed | May 17, 2026, 12:46 a.m. |
Created at: April 16, 2026, 12:44 p.m.