Triple
T23062105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louth |
E574931
|
entity |
| Predicate | hasMarket |
P2714
|
FINISHED |
| Object |
Louth Cattle Market
Louth Cattle Market is a traditional livestock market in Louth, Lincolnshire, historically serving as a key trading hub for cattle and other farm animals in the region.
|
E1567979
|
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: Louth Cattle Market | Statement: [Louth, hasMarket, Louth Cattle Market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louth Cattle Market Context triple: [Louth, hasMarket, Louth Cattle Market]
-
A.
Melton Mowbray livestock market
Melton Mowbray livestock market is a traditional agricultural market in Leicestershire, England, where farmers and traders buy and sell livestock and related goods.
-
B.
Dalby Regional Saleyards
Dalby Regional Saleyards is a major livestock selling and auction complex in Dalby, Queensland, serving as a key hub for the region’s cattle trade.
-
C.
Drogheda sheep station
Drogheda sheep station is the vast, remote Australian outback ranch that serves as the central backdrop for the family saga in Colleen McCullough’s novel *The Thorn Birds*.
-
D.
Havelberg Horse Market
The Havelberg Horse Market is a historic annual fair in Havelberg, Germany, known for its large horse trading market, agricultural exhibitions, and folk festival atmosphere.
-
E.
Blatchford Market
Blatchford Market is a transit station area in Edmonton, Alberta, serving the redeveloped Blatchford community on the former City Centre Airport lands.
- 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: Louth Cattle Market Triple: [Louth, hasMarket, Louth Cattle Market]
Generated description
Louth Cattle Market is a traditional livestock market in Louth, Lincolnshire, historically serving as a key trading hub for cattle and other farm animals in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louth Cattle Market Target entity description: Louth Cattle Market is a traditional livestock market in Louth, Lincolnshire, historically serving as a key trading hub for cattle and other farm animals in the region.
-
A.
Melton Mowbray livestock market
Melton Mowbray livestock market is a traditional agricultural market in Leicestershire, England, where farmers and traders buy and sell livestock and related goods.
-
B.
Dalby Regional Saleyards
Dalby Regional Saleyards is a major livestock selling and auction complex in Dalby, Queensland, serving as a key hub for the region’s cattle trade.
-
C.
Drogheda sheep station
Drogheda sheep station is the vast, remote Australian outback ranch that serves as the central backdrop for the family saga in Colleen McCullough’s novel *The Thorn Birds*.
-
D.
Havelberg Horse Market
The Havelberg Horse Market is a historic annual fair in Havelberg, Germany, known for its large horse trading market, agricultural exhibitions, and folk festival atmosphere.
-
E.
Blatchford Market
Blatchford Market is a transit station area in Edmonton, Alberta, serving the redeveloped Blatchford community on the former City Centre Airport lands.
- 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_69e245bd6e4c8190bb8942245b68cad5 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f189a0c3c881909f137ad511c216ac |
completed | April 29, 2026, 4:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0ae8b98881909915a157f54762d7 |
completed | May 19, 2026, 7:02 a.m. |
| NEDg | Description generation | batch_6a0c0b7fe7848190a8e27b09748b735e |
completed | May 19, 2026, 7:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0bf256688190b169657a7831f6d0 |
completed | May 19, 2026, 7:06 a.m. |
Created at: April 17, 2026, 3:55 p.m.