Triple

T12587150

Position	Surface form	Disambiguated ID	Type / Status
Subject	Stallingborough	`E300494`	entity
Predicate	hasParishChurch	`P1191`	FINISHED
Object	St Peter and St Paul Church, Stallingborough St Peter and St Paul Church, Stallingborough is a historic Anglican parish church in the village of Stallingborough, Lincolnshire, noted for its traditional English ecclesiastical architecture and local heritage significance.	`E992674`	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: St Peter and St Paul Church, Stallingborough | Statement: [Stallingborough, hasParishChurch, St Peter and St Paul Church, Stallingborough]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: St Peter and St Paul Church, Stallingborough
Context triple: [Stallingborough, hasParishChurch, St Peter and St Paul Church, Stallingborough]

A. St Mary’s Church, Stalham
St Mary’s Church, Stalham is a historic Anglican parish church in the Norfolk market town of Stalham, noted for its medieval architecture and role as a local landmark.
B. St Peter and St Mary’s Church, Stowmarket
St Peter and St Mary’s Church in Stowmarket is a historic Anglican parish church in Suffolk, England, noted for its medieval architecture and prominent town-centre location.
C. St Mary’s Church, Stamford
St Mary’s Church, Stamford is a historic medieval parish church in Stamford, Lincolnshire, renowned for its impressive spire and rich architectural heritage.
D. St John the Baptist Church, Stanground
St John the Baptist Church, Stanground is a historic Anglican parish church in Stanground, Peterborough, notable for its traditional architecture and role as the spiritual center of the local community.
E. St John the Baptist’s Church, Stamford
St John the Baptist’s Church, Stamford is a historic medieval parish church renowned for its impressive Gothic architecture and prominent position in the Lincolnshire market town of Stamford, England.
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: St Peter and St Paul Church, Stallingborough
Triple: [Stallingborough, hasParishChurch, St Peter and St Paul Church, Stallingborough]

Generated description

St Peter and St Paul Church, Stallingborough is a historic Anglican parish church in the village of Stallingborough, Lincolnshire, noted for its traditional English ecclesiastical architecture and local heritage significance.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: St Peter and St Paul Church, Stallingborough
Target entity description: St Peter and St Paul Church, Stallingborough is a historic Anglican parish church in the village of Stallingborough, Lincolnshire, noted for its traditional English ecclesiastical architecture and local heritage significance.

A. St Mary’s Church, Stalham
St Mary’s Church, Stalham is a historic Anglican parish church in the Norfolk market town of Stalham, noted for its medieval architecture and role as a local landmark.
B. St Peter and St Mary’s Church, Stowmarket
St Peter and St Mary’s Church in Stowmarket is a historic Anglican parish church in Suffolk, England, noted for its medieval architecture and prominent town-centre location.
C. St Mary’s Church, Stamford
St Mary’s Church, Stamford is a historic medieval parish church in Stamford, Lincolnshire, renowned for its impressive spire and rich architectural heritage.
D. St John the Baptist Church, Stanground
St John the Baptist Church, Stanground is a historic Anglican parish church in Stanground, Peterborough, notable for its traditional architecture and role as the spiritual center of the local community.
E. St John the Baptist’s Church, Stamford
St John the Baptist’s Church, Stamford is a historic medieval parish church renowned for its impressive Gothic architecture and prominent position in the Lincolnshire market town of Stamford, England.
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_69d7bde87b648190bcd0266e9efde098`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d954bbe72c8190aa11090bb6b480c9`	completed	April 10, 2026, 7:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f65ebed164819083fbdaa775a59cd4`	completed	May 2, 2026, 8:29 p.m.
NEDg	Description generation	`batch_69f66088890c8190b67a958d7f0822a6`	completed	May 2, 2026, 8:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69f6613ce1108190851cf8491fe666c8`	completed	May 2, 2026, 8:40 p.m.

Created at: April 9, 2026, 5:05 p.m.