Triple

T16919974
Position Surface form Disambiguated ID Type / Status
Subject Lapworth E410420 entity
Predicate hasNotableBearer P458 FINISHED
Object Benjamin Lapworth
Benjamin Lapworth is an individual notable enough to be recognized as a bearer of the Lapworth surname, though specific widely known public achievements or roles are not well documented.
 E1244228 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: Benjamin Lapworth | Statement: [Lapworth, hasNotableBearer, Benjamin Lapworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benjamin Lapworth
Context triple: [Lapworth, hasNotableBearer, Benjamin Lapworth]
  • A. George Lapworth
    George Lapworth was a British geologist known for his pioneering work in stratigraphy and the use of graptolites to date and correlate Paleozoic rock formations.
  • B. Thomas Buckland
    Thomas Buckland was an Australian banker and businessman best known as the founder of Westpac Banking Corporation, one of Australia’s largest and oldest banks.
  • C. Arthur Lapworth
    Arthur Lapworth was a British chemist known for his pioneering work in physical organic chemistry, particularly on reaction mechanisms and the theory of ionic reactions.
  • D. Roderick Murchison
    Roderick Murchison was a prominent 19th-century Scottish geologist best known for his work on the Silurian system and for helping establish modern stratigraphy.
  • E. George Leake
    George Leake was an Australian lawyer and politician who served as Premier of Western Australia in the early 20th century.
  • 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: Benjamin Lapworth
Triple: [Lapworth, hasNotableBearer, Benjamin Lapworth]
Generated description
Benjamin Lapworth is an individual notable enough to be recognized as a bearer of the Lapworth surname, though specific widely known public achievements or roles are not well documented.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benjamin Lapworth
Target entity description: Benjamin Lapworth is an individual notable enough to be recognized as a bearer of the Lapworth surname, though specific widely known public achievements or roles are not well documented.
  • A. George Lapworth
    George Lapworth was a British geologist known for his pioneering work in stratigraphy and the use of graptolites to date and correlate Paleozoic rock formations.
  • B. Thomas Buckland
    Thomas Buckland was an Australian banker and businessman best known as the founder of Westpac Banking Corporation, one of Australia’s largest and oldest banks.
  • C. Arthur Lapworth
    Arthur Lapworth was a British chemist known for his pioneering work in physical organic chemistry, particularly on reaction mechanisms and the theory of ionic reactions.
  • D. Roderick Murchison
    Roderick Murchison was a prominent 19th-century Scottish geologist best known for his work on the Silurian system and for helping establish modern stratigraphy.
  • E. George Leake
    George Leake was an Australian lawyer and politician who served as Premier of Western Australia in the early 20th century.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cded2f8481909a20cc08b47e922e completed April 18, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc002fac81908b7628d2add1e2dd completed May 10, 2026, 7:26 p.m.
NEDg Description generation batch_6a0114d33cac819083d8e542ea5bc274 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c583608190bf07ac205399f253 completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:30 a.m.