Triple
T15545243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Economic Committee |
E370592
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | APEC Human Resources Development Working Group |
E11483
|
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: APEC Human Resources Development Working Group | Statement: [APEC Economic Committee, collaboratesWith, APEC Human Resources Development Working Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Human Resources Development Working Group Context triple: [APEC Economic Committee, collaboratesWith, APEC Human Resources Development Working Group]
-
A.
APEC Working Groups
chosen
APEC Working Groups are specialized committees within the Asia-Pacific Economic Cooperation that coordinate member economies’ cooperation and policy initiatives across key sectors such as trade, energy, transportation, and human resources.
-
B.
APEC Economic Committee
The APEC Economic Committee is a key body within the Asia-Pacific Economic Cooperation that works to advance structural reform and improve the region’s economic and regulatory environment.
-
C.
APEC Policy Support Unit
The APEC Policy Support Unit is the research and analysis arm of APEC that provides policy-relevant studies and data to support regional economic cooperation and decision-making.
-
D.
APEC Investment Experts Group
The APEC Investment Experts Group is a specialist body within APEC that focuses on improving the investment climate and promoting cross-border investment among member economies.
-
E.
APEC Secretariat
The APEC Secretariat is the central administrative and support body that coordinates and implements the programs, meetings, and initiatives of the Asia-Pacific Economic Cooperation forum.
- 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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e0443410408190a249889edcd9c599 |
completed | April 16, 2026, 2:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff455a38188190a593c70be09d6103 |
completed | May 9, 2026, 2:31 p.m. |
Created at: April 10, 2026, 4:07 a.m.