Triple

T1583218
Position Surface form Disambiguated ID Type / Status
Subject Liam Neeson E34013 entity
Predicate placeOfBirth P1 FINISHED
Object 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.
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 | Statement: [Liam Neeson, placeOfBirth, Ballymena]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ballymena
Context triple: [Liam Neeson, placeOfBirth, Ballymena]
  • A. Lisburn
    Lisburn is a city in Northern Ireland known historically for its linen industry and located southwest of Belfast.
  • B. 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.
  • C. Coleraine
    Coleraine is a historic town in County Londonderry, Northern Ireland, known as an early plantation settlement and a key center in the Plantation of Ulster.
  • D. Omagh
    Omagh is a town in County Tyrone, Northern Ireland, known as the administrative centre of the county and tragically associated with a major 1998 bombing.
  • E. Newry
    Newry is a city in southeastern Northern Ireland, historically known as a market and trading center near the border with the Republic of Ireland.
  • 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
Triple: [Liam Neeson, placeOfBirth, Ballymena]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ballymena
Target entity description: 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.
  • A. Lisburn
    Lisburn is a city in Northern Ireland known historically for its linen industry and located southwest of Belfast.
  • B. 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.
  • C. Coleraine
    Coleraine is a historic town in County Londonderry, Northern Ireland, known as an early plantation settlement and a key center in the Plantation of Ulster.
  • D. Omagh
    Omagh is a town in County Tyrone, Northern Ireland, known as the administrative centre of the county and tragically associated with a major 1998 bombing.
  • E. Newry
    Newry is a city in southeastern Northern Ireland, historically known as a market and trading center near the border with the Republic of Ireland.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908f0e72c8190bb7a2a0c77379060 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51b2b4d4819093f2ae3759838757 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad52b1243c8190b65c1f09ee9e2f02 completed March 8, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_69ad53257d948190ac1dd9071726c9b5 completed March 8, 2026, 10:44 a.m.
Created at: March 4, 2026, 7:27 p.m.