Triple
T20204133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cao Bang Province |
E493303
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Nguom Ngao Cave
Nguom Ngao Cave is a spectacular limestone cave in northern Vietnam renowned for its extensive network of chambers and striking stalactite and stalagmite formations.
|
E1418252
|
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: Nguom Ngao Cave | Statement: [Cao Bang Province, contains, Nguom Ngao Cave]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nguom Ngao Cave Context triple: [Cao Bang Province, contains, Nguom Ngao Cave]
-
A.
Phra Nang Cave
Phra Nang Cave is a famous seaside cave and beach area in Krabi, Thailand, known for its dramatic limestone cliffs, sacred shrine, and popular rock-climbing and sightseeing opportunities.
-
B.
Tham Piu Cave
Tham Piu Cave is a historic limestone cave in northern Laos known as the site of a deadly bombing during the Second Indochina War and a memorial to its victims.
-
C.
Coc Bo Cave
Coc Bo Cave is a historic limestone cave in northern Vietnam where Ho Chi Minh lived and worked in the early 1940s while leading the Vietnamese revolutionary movement.
-
D.
Tien Son Cave
Tien Son Cave is a scenic limestone cave in central Vietnam renowned for its spectacular stalactites and stalagmites and its proximity to the famous Phong Nha Cave system.
-
E.
Huyen Khong Cave
Huyen Khong Cave is a large, atmospheric grotto within Vietnam’s Marble Mountains, known for its dramatic shafts of light, Buddhist shrines, and tranquil spiritual ambiance.
- 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: Nguom Ngao Cave Triple: [Cao Bang Province, contains, Nguom Ngao Cave]
Generated description
Nguom Ngao Cave is a spectacular limestone cave in northern Vietnam renowned for its extensive network of chambers and striking stalactite and stalagmite formations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nguom Ngao Cave Target entity description: Nguom Ngao Cave is a spectacular limestone cave in northern Vietnam renowned for its extensive network of chambers and striking stalactite and stalagmite formations.
-
A.
Phra Nang Cave
Phra Nang Cave is a famous seaside cave and beach area in Krabi, Thailand, known for its dramatic limestone cliffs, sacred shrine, and popular rock-climbing and sightseeing opportunities.
-
B.
Tham Piu Cave
Tham Piu Cave is a historic limestone cave in northern Laos known as the site of a deadly bombing during the Second Indochina War and a memorial to its victims.
-
C.
Coc Bo Cave
Coc Bo Cave is a historic limestone cave in northern Vietnam where Ho Chi Minh lived and worked in the early 1940s while leading the Vietnamese revolutionary movement.
-
D.
Tien Son Cave
Tien Son Cave is a scenic limestone cave in central Vietnam renowned for its spectacular stalactites and stalagmites and its proximity to the famous Phong Nha Cave system.
-
E.
Huyen Khong Cave
Huyen Khong Cave is a large, atmospheric grotto within Vietnam’s Marble Mountains, known for its dramatic shafts of light, Buddhist shrines, and tranquil spiritual ambiance.
- 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66d8f90108190b72e37c0056de0f8 |
completed | April 20, 2026, 6:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0843ea96988190a6ef505492dbfe9d |
completed | May 16, 2026, 10:16 a.m. |
| NEDg | Description generation | batch_6a08450b54dc8190978326574995952d |
completed | May 16, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0845e241048190ba7fb657d4dca3d7 |
completed | May 16, 2026, 10:24 a.m. |
Created at: April 11, 2026, 11:38 p.m.