Triple
T19513592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen Railway Station |
E488218
|
entity |
| Predicate | hasNearbyFacility |
P5648
|
FINISHED |
| Object | Luohu Commercial City |
—
|
NE NERFINISHED |
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: Luohu Commercial City | Statement: [Shenzhen Railway Station, hasNearbyFacility, Luohu Commercial City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luohu Commercial City Context triple: [Shenzhen Railway Station, hasNearbyFacility, Luohu Commercial City]
-
A.
Luohu commercial district
chosen
Luohu commercial district is a major shopping and business hub in Shenzhen, known for its bustling malls, markets, and proximity to the Hong Kong border.
-
B.
Longgang Central City
Longgang Central City is a major urban and commercial hub in Shenzhen’s Longgang District, featuring dense residential developments, business centers, and public facilities.
-
C.
Haizhu Square
Haizhu Square is a prominent public square and commercial area in central Guangzhou, China, known as a major transportation and shopping hub along the Pearl River.
-
D.
Hongqiao Business District
Hongqiao Business District is a major commercial and transportation hub in western Shanghai, integrating offices, retail, hotels, and convention facilities around the city’s Hongqiao transport hub.
-
E.
Chunxi Road commercial district
Chunxi Road commercial district is a major shopping and entertainment hub in downtown Chengdu, known for its dense concentration of retail stores, restaurants, and vibrant pedestrian streets.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e8da8bec819081f400199491ccc3 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63599c17881909a392a6026e45955 |
completed | April 20, 2026, 2:18 p.m. |
Created at: April 10, 2026, 1:40 p.m.