Triple
T22365014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryborough, Victoria, Australia |
E552880
|
entity |
| Predicate | hasEvent |
P811
|
FINISHED |
| Object |
Maryborough Highland Gathering
The Maryborough Highland Gathering is a long-running Scottish-themed festival in Maryborough, Victoria, featuring traditional Highland games, pipe bands, dancing, and cultural celebrations.
|
E1532249
|
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 Highland Gathering | Statement: [Maryborough, Victoria, Australia, hasEvent, Maryborough Highland Gathering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryborough Highland Gathering Context triple: [Maryborough, Victoria, Australia, hasEvent, Maryborough Highland Gathering]
-
A.
Maclean Highland Gathering
Maclean Highland Gathering is an annual Scottish-themed festival in Maclean, Australia, featuring traditional Highland games, pipe bands, dancing, and cultural celebrations.
-
B.
Lonach Highland Gathering
The Lonach Highland Gathering is a traditional Scottish cultural festival in Strathdon, Aberdeenshire, featuring pipe bands, athletic competitions, Highland dancing, and the historic march of the Lonach Highlanders.
-
C.
Crieff Highland Gathering
Crieff Highland Gathering is a prominent annual Scottish Highland games event held in Crieff, featuring traditional athletic competitions, music, and cultural displays.
-
D.
Cowal Highland Gathering
Cowal Highland Gathering is one of Scotland’s largest and most prestigious Highland games festivals, renowned for its traditional athletics, piping, and dancing competitions held annually in Dunoon.
-
E.
Braemar Gathering
The Braemar Gathering is a historic and prestigious Scottish Highland Games event held annually near Braemar, famed for traditional athletic contests, pipe bands, and regular attendance by the British royal family.
- 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 Highland Gathering Triple: [Maryborough, Victoria, Australia, hasEvent, Maryborough Highland Gathering]
Generated description
The Maryborough Highland Gathering is a long-running Scottish-themed festival in Maryborough, Victoria, featuring traditional Highland games, pipe bands, dancing, and cultural celebrations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryborough Highland Gathering Target entity description: The Maryborough Highland Gathering is a long-running Scottish-themed festival in Maryborough, Victoria, featuring traditional Highland games, pipe bands, dancing, and cultural celebrations.
-
A.
Maclean Highland Gathering
Maclean Highland Gathering is an annual Scottish-themed festival in Maclean, Australia, featuring traditional Highland games, pipe bands, dancing, and cultural celebrations.
-
B.
Lonach Highland Gathering
The Lonach Highland Gathering is a traditional Scottish cultural festival in Strathdon, Aberdeenshire, featuring pipe bands, athletic competitions, Highland dancing, and the historic march of the Lonach Highlanders.
-
C.
Crieff Highland Gathering
Crieff Highland Gathering is a prominent annual Scottish Highland games event held in Crieff, featuring traditional athletic competitions, music, and cultural displays.
-
D.
Cowal Highland Gathering
Cowal Highland Gathering is one of Scotland’s largest and most prestigious Highland games festivals, renowned for its traditional athletics, piping, and dancing competitions held annually in Dunoon.
-
E.
Braemar Gathering
The Braemar Gathering is a historic and prestigious Scottish Highland Games event held annually near Braemar, famed for traditional athletic contests, pipe bands, and regular attendance by the British royal family.
- 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_69e11e4affcc8190ba7c27d29062558d |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f157ffba088190ae455508eb6c2a9c |
completed | April 29, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae065f01481909ddf2c27e2b471bf |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae16a8bcc8190852dd17f9c780123 |
completed | May 18, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1e16fac8190b0b56d00a87d173f |
completed | May 18, 2026, 9:54 a.m. |
Created at: April 16, 2026, 8:44 p.m.