Triple
T19445593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longgang District, Shenzhen |
E486466
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E1377875
|
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: Longgang Central City | Statement: [Longgang District, Shenzhen, contains, Longgang Central City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Longgang Central City Context triple: [Longgang District, Shenzhen, contains, Longgang Central City]
-
A.
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.
-
B.
Xinsha Port Area
Xinsha Port Area is a major cargo-handling section of the Port of Guangzhou, serving as an important hub for regional and international maritime trade in southern China.
-
C.
Huangpu Port Area
Huangpu Port Area is a major component of the Port of Guangzhou, serving as a key hub for cargo handling and maritime trade in southern China.
-
D.
Luohu commercial district
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.
-
E.
Longhua New District
Longhua New District is a rapidly developing urban area in Shenzhen, China, known for its growing residential communities, industrial zones, and expanding transportation infrastructure.
- 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: Longgang Central City Triple: [Longgang District, Shenzhen, contains, Longgang Central City]
Generated description
Longgang Central City is a major urban and commercial hub in Shenzhen’s Longgang District, featuring dense residential developments, business centers, and public facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Longgang Central City Target entity description: Longgang Central City is a major urban and commercial hub in Shenzhen’s Longgang District, featuring dense residential developments, business centers, and public facilities.
-
A.
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.
-
B.
Xinsha Port Area
Xinsha Port Area is a major cargo-handling section of the Port of Guangzhou, serving as an important hub for regional and international maritime trade in southern China.
-
C.
Huangpu Port Area
Huangpu Port Area is a major component of the Port of Guangzhou, serving as a key hub for cargo handling and maritime trade in southern China.
-
D.
Luohu commercial district
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.
-
E.
Longhua New District
Longhua New District is a rapidly developing urban area in Shenzhen, China, known for its growing residential communities, industrial zones, and expanding transportation infrastructure.
- 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_69d8e8d7ad488190a3373045029b0f3b |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6338921cc819083f8f918225d78e6 |
completed | April 20, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074047fcbc81908c969f0690300b57 |
completed | May 15, 2026, 3:48 p.m. |
| NEDg | Description generation | batch_6a07410d92708190b376e646a0ec8e74 |
completed | May 15, 2026, 3:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0741873b108190b540b0ae6b6b55d3 |
completed | May 15, 2026, 3:53 p.m. |
Created at: April 10, 2026, 1:38 p.m.