Triple
T19983157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryborough, Queensland, Australia |
E493866
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Maryborough Heritage City Markets
Maryborough Heritage City Markets are a regular open-air market event in Maryborough, Queensland, showcasing local produce, crafts, food, and live entertainment in a historic streetscape setting.
|
E1403766
|
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: Maryborough Heritage City Markets | Statement: [Maryborough, Queensland, Australia, hasAttraction, Maryborough Heritage City Markets]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryborough Heritage City Markets Context triple: [Maryborough, Queensland, Australia, hasAttraction, Maryborough Heritage City Markets]
-
A.
Dandenong Market
Dandenong Market is a large, historic open-air market in Dandenong, Victoria, known for its diverse fresh produce, multicultural food stalls, and variety of goods.
-
B.
Eumundi Markets
Eumundi Markets is a renowned open-air artisan and farmers’ market in Eumundi on Queensland’s Sunshine Coast, famous for its local crafts, food, music, and vibrant community atmosphere.
-
C.
Fremantle Markets
Fremantle Markets is a historic indoor market in Fremantle, Western Australia, known for its fresh produce, artisan goods, and vibrant cultural atmosphere.
-
D.
Queen Victoria Market
Queen Victoria Market is a historic open-air market in Melbourne renowned for its fresh produce, specialty foods, and diverse retail stalls.
-
E.
Victoria Street Market
Victoria Street Market is a vibrant, historic bazaar in Durban known for its bustling atmosphere, spice stalls, crafts, and multicultural shopping experience.
- 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: Maryborough Heritage City Markets Triple: [Maryborough, Queensland, Australia, hasAttraction, Maryborough Heritage City Markets]
Generated description
Maryborough Heritage City Markets are a regular open-air market event in Maryborough, Queensland, showcasing local produce, crafts, food, and live entertainment in a historic streetscape setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryborough Heritage City Markets Target entity description: Maryborough Heritage City Markets are a regular open-air market event in Maryborough, Queensland, showcasing local produce, crafts, food, and live entertainment in a historic streetscape setting.
-
A.
Dandenong Market
Dandenong Market is a large, historic open-air market in Dandenong, Victoria, known for its diverse fresh produce, multicultural food stalls, and variety of goods.
-
B.
Eumundi Markets
Eumundi Markets is a renowned open-air artisan and farmers’ market in Eumundi on Queensland’s Sunshine Coast, famous for its local crafts, food, music, and vibrant community atmosphere.
-
C.
Fremantle Markets
Fremantle Markets is a historic indoor market in Fremantle, Western Australia, known for its fresh produce, artisan goods, and vibrant cultural atmosphere.
-
D.
Queen Victoria Market
Queen Victoria Market is a historic open-air market in Melbourne renowned for its fresh produce, specialty foods, and diverse retail stalls.
-
E.
Victoria Street Market
Victoria Street Market is a vibrant, historic bazaar in Durban known for its bustling atmosphere, spice stalls, crafts, and multicultural shopping experience.
- 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65d14c3c08190b1ba8f4da08a4ccf |
completed | April 20, 2026, 5:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fdddbf5c81908e194fb1d6c31e15 |
completed | May 16, 2026, 5:17 a.m. |
| NEDg | Description generation | batch_6a07fea23a988190832115346f8889ca |
completed | May 16, 2026, 5:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ff4a59608190a17f30f60c879efc |
completed | May 16, 2026, 5:23 a.m. |
Created at: April 11, 2026, 3:28 p.m.