Triple
T7084099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Guangzhou |
E165029
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Belt and Road Initiative |
E34217
|
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: Belt and Road Initiative | Statement: [Port of Guangzhou, partOf, Belt and Road Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Belt and Road Initiative Context triple: [Port of Guangzhou, partOf, Belt and Road Initiative]
-
A.
China Belt and Road Initiative
chosen
The China Belt and Road Initiative is a global infrastructure and economic development strategy led by China to enhance trade connectivity and geopolitical influence across Asia, Europe, Africa, and beyond.
-
B.
China–Pakistan Economic Corridor
The China–Pakistan Economic Corridor is a major infrastructure and economic development initiative linking western China to Pakistan’s Gwadar Port through a network of roads, railways, and energy projects.
-
C.
Trans-China railway network
The Trans-China railway network is an extensive system of rail lines that links major Chinese ports, industrial centers, and inland regions, facilitating large-scale domestic and international freight and passenger transport across the country.
-
D.
Yangtze River Economic Belt
The Yangtze River Economic Belt is a major national development corridor in China that integrates key cities and provinces along the Yangtze River to promote coordinated economic growth, industrial upgrading, and environmental protection.
-
E.
Agenda 2063
Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
- 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_69c6887d98408190912b9580666b0c1d |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5102be08190bbde790bfa8fe9e2 |
completed | March 27, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7948094ec8190856870dfd59fc13a |
completed | March 28, 2026, 8:42 a.m. |
Created at: March 27, 2026, 2:40 p.m.