Triple
T5847455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubud |
E129746
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Ubud Art Market
Ubud Art Market is a bustling traditional marketplace in Bali known for its wide array of local handicrafts, artworks, and souvenirs.
|
E129746
|
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: Ubud Art Market | Statement: [Ubud, hasAttraction, Ubud Art Market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ubud Art Market Context triple: [Ubud, hasAttraction, Ubud Art Market]
-
A.
Ubud
Ubud is a cultural and artistic hub in central Bali, Indonesia, known for its traditional crafts, lush rice terraces, and vibrant spiritual and wellness scene.
-
B.
Ubud Monkey Forest
Ubud Monkey Forest is a popular sacred nature reserve and temple complex in Ubud, Bali, known for its dense forest, Balinese long-tailed macaques, and cultural significance.
-
C.
Sukawati art market
Sukawati art market is a famous traditional market in Bali known for its wide range of affordable Balinese artworks, handicrafts, and souvenirs.
-
D.
Wunti Market
Wunti Market is a major traditional commercial hub in Bauchi, Nigeria, known for its bustling trade in foodstuffs, textiles, and everyday goods.
-
E.
Dantokpa Market
Dantokpa Market is a vast open-air marketplace in Cotonou, Benin, known as one of West Africa’s largest and busiest commercial hubs.
- 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: Ubud Art Market Triple: [Ubud, hasAttraction, Ubud Art Market]
Generated description
Ubud Art Market is a bustling traditional marketplace in Bali known for its wide array of local handicrafts, artworks, and souvenirs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ubud Art Market Target entity description: Ubud Art Market is a bustling traditional marketplace in Bali known for its wide array of local handicrafts, artworks, and souvenirs.
-
A.
Ubud
chosen
Ubud is a cultural and artistic hub in central Bali, Indonesia, known for its traditional crafts, lush rice terraces, and vibrant spiritual and wellness scene.
-
B.
Ubud Monkey Forest
Ubud Monkey Forest is a popular sacred nature reserve and temple complex in Ubud, Bali, known for its dense forest, Balinese long-tailed macaques, and cultural significance.
-
C.
Sukawati art market
Sukawati art market is a famous traditional market in Bali known for its wide range of affordable Balinese artworks, handicrafts, and souvenirs.
-
D.
Wunti Market
Wunti Market is a major traditional commercial hub in Bauchi, Nigeria, known for its bustling trade in foodstuffs, textiles, and everyday goods.
-
E.
Dantokpa Market
Dantokpa Market is a vast open-air marketplace in Cotonou, Benin, known as one of West Africa’s largest and busiest commercial hubs.
- F. None of above.
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_69c0084bd31c8190a796bb6284845e83 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03512d3548190920ac882189500d9 |
completed | March 22, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1ad4d888190b4a1e605887b2e2c |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a27765688190b02a1b0cd39a87fe |
completed | March 23, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a2fd7ec081909033994e5556a6ae |
completed | March 23, 2026, 2:18 a.m. |
Created at: March 22, 2026, 3:55 p.m.