Triple

T34620860

Position	Surface form	Disambiguated ID	Type / Status
Subject	GWR Hall Class	`E888996`	entity
Predicate	inspiredClass	`P191386`	FINISHED
Object	GWR Modified Hall Class The GWR Modified Hall Class was a series of British Great Western Railway 4-6-0 steam locomotives developed from the original Hall Class, featuring design improvements for mixed-traffic duties.	`E2106852`	NE FINISHED

How this triple was built (3 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: GWR Modified Hall Class | Statement: [GWR Hall Class, inspiredClass, GWR Modified Hall Class]

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: GWR Modified Hall Class
Triple: [GWR Hall Class, inspiredClass, GWR Modified Hall Class]

Generated description

The GWR Modified Hall Class was a series of British Great Western Railway 4-6-0 steam locomotives developed from the original Hall Class, featuring design improvements for mixed-traffic duties.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: inspiredClass
Context triple: [GWR Hall Class, inspiredClass, GWR Modified Hall Class]

A. introducedAsPartOfClass
Indicates that something was introduced as a component or element within a particular class or course.
B. inspiredField
Indicates that one entity served as a source of inspiration or influence for the development, direction, or characteristics of a particular field or domain.
C. designatedClass
Indicates that one entity is formally assigned or specified as the class or category to which another entity belongs.
D. laterClass
Indicates that one class occurs or is scheduled at a time later than another class.
E. inspiredOtherPattern
Indicates that one pattern served as a source of inspiration or influence for the development or design of another pattern.
F. None of above. chosen

Provenance (7 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_69f349d584e08190b40b9f6281ad50c4`	completed	April 30, 2026, 12:23 p.m.
NER	Named-entity recognition	`batch_69fcdf2394748190b35cead3e208447d`	completed	May 7, 2026, 6:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a3748e8ef008190aae7c90739d49e3b`	completed	June 21, 2026, 2:14 a.m.
NEDg	Description generation	`batch_6a3749d08ff48190b252be336b564065`	completed	June 21, 2026, 2:17 a.m.
NED2	Entity disambiguation (via description)	`batch_6a374dbedf148190bc1b24d470fd2224`	completed	June 21, 2026, 2:34 a.m.
PD	Predicate disambiguation	`batch_69fcdbe344ec8190a0471911952f4b82`	completed	May 7, 2026, 6:37 p.m.
PDg	Predicate description generation	`batch_69fcdf22ab8881908b257f16522920c5`	completed	May 7, 2026, 6:51 p.m.

Created at: May 1, 2026, 2:04 a.m.