Triple

T1969021
Position Surface form Disambiguated ID Type / Status
Subject Ballymena E42753 entity
Predicate hasMarket P2714 FINISHED
Object Ballymena livestock market
Ballymena livestock market is a major agricultural mart in Ballymena, Northern Ireland, where farmers regularly buy and sell cattle, sheep, and other livestock.
 E182588 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: Ballymena livestock market | Statement: [Ballymena, hasMarket, Ballymena livestock market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ballymena livestock market
Context triple: [Ballymena, hasMarket, Ballymena livestock market]
  • A. Ballymena
    Ballymena is a town in County Antrim, Northern Ireland, known as the birthplace of actor Liam Neeson and for its historic market and surrounding rural landscapes.
  • B. Mallaig
    Mallaig is a small fishing port and ferry terminal on the west coast of the Scottish Highlands, serving as a key gateway to the Inner Hebrides.
  • C. Kingston Ancient Market
    Kingston Ancient Market is a historic open-air marketplace in Kingston upon Thames, England, known for its traditional stalls, fresh produce, and vibrant local trading atmosphere.
  • D. Beresford Square Market
    Beresford Square Market is a historic open-air street market in Woolwich, southeast London, known for its diverse stalls and role as a local commercial hub.
  • E. Enniskillen
    Enniskillen is a town in County Fermanagh, Northern Ireland, known for its strategic location between Upper and Lower Lough Erne and its role in the region’s political and military history.
  • 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: Ballymena livestock market
Triple: [Ballymena, hasMarket, Ballymena livestock market]
Generated description
Ballymena livestock market is a major agricultural mart in Ballymena, Northern Ireland, where farmers regularly buy and sell cattle, sheep, and other livestock.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ballymena livestock market
Target entity description: Ballymena livestock market is a major agricultural mart in Ballymena, Northern Ireland, where farmers regularly buy and sell cattle, sheep, and other livestock.
  • A. Ballymena chosen
    Ballymena is a town in County Antrim, Northern Ireland, known as the birthplace of actor Liam Neeson and for its historic market and surrounding rural landscapes.
  • B. Mallaig
    Mallaig is a small fishing port and ferry terminal on the west coast of the Scottish Highlands, serving as a key gateway to the Inner Hebrides.
  • C. Kingston Ancient Market
    Kingston Ancient Market is a historic open-air marketplace in Kingston upon Thames, England, known for its traditional stalls, fresh produce, and vibrant local trading atmosphere.
  • D. Beresford Square Market
    Beresford Square Market is a historic open-air street market in Woolwich, southeast London, known for its diverse stalls and role as a local commercial hub.
  • E. Enniskillen
    Enniskillen is a town in County Fermanagh, Northern Ireland, known for its strategic location between Upper and Lower Lough Erne and its role in the region’s political and military history.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3d05cb88190963039d643bb6637 completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbd777608190b86d6edc68ff5d9b completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc824df08190ae2893bc0c9374c3 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcef4c988190b28e961b24938442 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.