Triple
T14251045
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheung Shui |
E353261
|
entity |
| Predicate | fireService |
P3910
|
FINISHED |
| Object |
Sheung Shui Fire Station
Sheung Shui Fire Station is a local fire and emergency response facility serving the Sheung Shui area in Hong Kong’s New Territories.
|
E1090849
|
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: Sheung Shui Fire Station | Statement: [Sheung Shui, fireService, Sheung Shui Fire Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheung Shui Fire Station Context triple: [Sheung Shui, fireService, Sheung Shui Fire Station]
-
A.
Yau Ma Tei Police Station
Yau Ma Tei Police Station is a historic police station in Hong Kong known for its early 20th-century architecture and prominent location in the Yau Ma Tei district.
-
B.
Sheung Shui Ambulance Depot
Sheung Shui Ambulance Depot is an emergency medical services facility in Sheung Shui, Hong Kong, that houses ambulances and personnel for responding to local medical emergencies.
-
C.
Sham Shui Po Barracks
Sham Shui Po Barracks is a major military installation in Hong Kong used by the People's Liberation Army garrison.
-
D.
Chai Wan Typhoon Shelter
Chai Wan Typhoon Shelter is a protected harbor area on the eastern side of Hong Kong Island that provides safe anchorage for vessels during typhoons and rough weather.
-
E.
Tseung Kwan O Depot
Tseung Kwan O Depot is a major MTR railway maintenance and stabling facility serving Hong Kong’s Tseung Kwan O Line.
- 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: Sheung Shui Fire Station Triple: [Sheung Shui, fireService, Sheung Shui Fire Station]
Generated description
Sheung Shui Fire Station is a local fire and emergency response facility serving the Sheung Shui area in Hong Kong’s New Territories.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheung Shui Fire Station Target entity description: Sheung Shui Fire Station is a local fire and emergency response facility serving the Sheung Shui area in Hong Kong’s New Territories.
-
A.
Yau Ma Tei Police Station
Yau Ma Tei Police Station is a historic police station in Hong Kong known for its early 20th-century architecture and prominent location in the Yau Ma Tei district.
-
B.
Sheung Shui Ambulance Depot
Sheung Shui Ambulance Depot is an emergency medical services facility in Sheung Shui, Hong Kong, that houses ambulances and personnel for responding to local medical emergencies.
-
C.
Sham Shui Po Barracks
Sham Shui Po Barracks is a major military installation in Hong Kong used by the People's Liberation Army garrison.
-
D.
Chai Wan Typhoon Shelter
Chai Wan Typhoon Shelter is a protected harbor area on the eastern side of Hong Kong Island that provides safe anchorage for vessels during typhoons and rough weather.
-
E.
Tseung Kwan O Depot
Tseung Kwan O Depot is a major MTR railway maintenance and stabling facility serving Hong Kong’s Tseung Kwan O Line.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6296f9d0819086f62f525d07eb12 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d127f0c81908dea42ca09c1abda |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3e3d3e2c81909945253c26e19cee |
completed | May 8, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3ebe4f008190aec72ed7e23c4cd4 |
completed | May 8, 2026, 1:39 a.m. |
Created at: April 10, 2026, 1:08 a.m.