Triple
T4508242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shekou Subdistrict |
E101984
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Qianhai Cooperation Zone |
E101983
|
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: Qianhai Cooperation Zone | Statement: [Shekou Subdistrict, locatedNear, Qianhai Cooperation Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qianhai Cooperation Zone Context triple: [Shekou Subdistrict, locatedNear, Qianhai Cooperation Zone]
-
A.
Shenzhen Qianhai Cooperation Zone
chosen
Shenzhen Qianhai Cooperation Zone is a major modern service industry and financial innovation hub in Shenzhen, developed as a pilot area for deepening cooperation between mainland China and Hong Kong.
-
B.
Zhuhai Special Economic Zone
Zhuhai Special Economic Zone is one of China’s earliest coastal open economic areas, established to attract foreign investment and promote export-oriented industrial development in the city of Zhuhai.
-
C.
Hengqin New Area
Hengqin New Area is a rapidly developing island district of Zhuhai, China, positioned near Macau and known for its integrated tourism, leisure, and business zones.
-
D.
Haikou Special Economic Zone
Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.
-
E.
Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
- 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_69bd43d6251c81909deecce3e6e9d69c |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd570f9b1c8190b52ace855dbf6641 |
completed | March 20, 2026, 2:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd7f760658819085ca8c631894b486 |
completed | March 20, 2026, 5:10 p.m. |
Created at: March 20, 2026, 1:01 p.m.