Triple
T6038538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen River |
E134481
|
entity |
| Predicate | hasNearbyInfrastructure |
P231
|
FINISHED |
| Object |
Lok Ma Chau control point
Lok Ma Chau Control Point is a major land border crossing between Hong Kong and mainland China, serving as a key passenger and cargo gateway near Shenzhen.
|
E563728
|
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: Lok Ma Chau control point | Statement: [Shenzhen River, hasNearbyInfrastructure, Lok Ma Chau control point]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lok Ma Chau control point Context triple: [Shenzhen River, hasNearbyInfrastructure, Lok Ma Chau control point]
-
A.
Lengkou Pass
Lengkou Pass is a strategically important mountain pass in northern China that formed part of the Great Wall’s defensive system and was the site of significant military engagements.
-
B.
Hulishan Fortress
Hulishan Fortress is a historic coastal defense fort in Xiamen, China, known for its well-preserved Qing dynasty military architecture and massive coastal artillery.
-
C.
Tien Sa Port
Tien Sa Port is a major deep-water seaport in Da Nang, Vietnam, serving as a key hub for cargo shipping and cruise tourism in the central region.
-
D.
Pok Fu Lam
Pok Fu Lam is a residential and educational district on the western side of Hong Kong Island, known for hosting the main campus of the University of Hong Kong and its surrounding green, hilly landscape.
-
E.
Lao Bao International Border Gate
Lao Bao International Border Gate is a major land border crossing between Vietnam and Laos, serving as an important hub for trade and transportation in central Vietnam.
- 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: Lok Ma Chau control point Triple: [Shenzhen River, hasNearbyInfrastructure, Lok Ma Chau control point]
Generated description
Lok Ma Chau Control Point is a major land border crossing between Hong Kong and mainland China, serving as a key passenger and cargo gateway near Shenzhen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lok Ma Chau control point Target entity description: Lok Ma Chau Control Point is a major land border crossing between Hong Kong and mainland China, serving as a key passenger and cargo gateway near Shenzhen.
-
A.
Lengkou Pass
Lengkou Pass is a strategically important mountain pass in northern China that formed part of the Great Wall’s defensive system and was the site of significant military engagements.
-
B.
Hulishan Fortress
Hulishan Fortress is a historic coastal defense fort in Xiamen, China, known for its well-preserved Qing dynasty military architecture and massive coastal artillery.
-
C.
Tien Sa Port
Tien Sa Port is a major deep-water seaport in Da Nang, Vietnam, serving as a key hub for cargo shipping and cruise tourism in the central region.
-
D.
Pok Fu Lam
Pok Fu Lam is a residential and educational district on the western side of Hong Kong Island, known for hosting the main campus of the University of Hong Kong and its surrounding green, hilly landscape.
-
E.
Lao Bao International Border Gate
Lao Bao International Border Gate is a major land border crossing between Vietnam and Laos, serving as an important hub for trade and transportation in central Vietnam.
- 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_69c00875db5c819099dd5bb833ec43c2 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056ccac948190a27547878d4db8e4 |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1139031248190b796a655bf07a4bc |
completed | March 23, 2026, 10:18 a.m. |
| NEDg | Description generation | batch_69c11400ddf08190b99943ada6ff2703 |
completed | March 23, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1147e55fc81909225e1fe9e3eeec4 |
completed | March 23, 2026, 10:22 a.m. |
Created at: March 22, 2026, 4:08 p.m.