Triple

T20516194
Position Surface form Disambiguated ID Type / Status
Subject Mallory E503688 entity
Predicate hasNotableBearer P458 FINISHED
Object James Joseph Mallory
James Joseph Mallory is an American archaeologist and Indo-Europeanist known for his influential work on the origins and migrations of Indo-European-speaking peoples.
E1435859 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: James Joseph Mallory | Statement: [Mallory, hasNotableBearer, James Joseph Mallory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Joseph Mallory
Context triple: [Mallory, hasNotableBearer, James Joseph Mallory]
  • A. James Markham Marshall
    James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
  • B. George M. Dawson
    George M. Dawson was a Canadian geologist and surveyor whose exploratory work in the Yukon and western Canada led to several places, including Dawson City, being named in his honor.
  • C. John Duff Lowe
    John Duff Lowe is an English pianist best known for playing with The Quarrymen, the skiffle group that evolved into The Beatles.
  • D. Arthur Asahel Shurcliff
    Arthur Asahel Shurcliff was an American landscape architect best known for his influential role in the restoration and design of Colonial Williamsburg in Virginia.
  • E. James Morell
    James Morell is the earnest, socially conscious clergyman and husband in George Bernard Shaw’s play "Candida," whose ideals and marriage are tested by a young poet’s romantic challenge.
  • 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: James Joseph Mallory
Triple: [Mallory, hasNotableBearer, James Joseph Mallory]
Generated description
James Joseph Mallory is an American archaeologist and Indo-Europeanist known for his influential work on the origins and migrations of Indo-European-speaking peoples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Joseph Mallory
Target entity description: James Joseph Mallory is an American archaeologist and Indo-Europeanist known for his influential work on the origins and migrations of Indo-European-speaking peoples.
  • A. James Markham Marshall
    James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
  • B. George M. Dawson
    George M. Dawson was a Canadian geologist and surveyor whose exploratory work in the Yukon and western Canada led to several places, including Dawson City, being named in his honor.
  • C. John Duff Lowe
    John Duff Lowe is an English pianist best known for playing with The Quarrymen, the skiffle group that evolved into The Beatles.
  • D. Arthur Asahel Shurcliff
    Arthur Asahel Shurcliff was an American landscape architect best known for his influential role in the restoration and design of Colonial Williamsburg in Virginia.
  • E. James Morell
    James Morell is the earnest, socially conscious clergyman and husband in George Bernard Shaw’s play "Candida," whose ideals and marriage are tested by a young poet’s romantic challenge.
  • 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_69e0b4b2aa788190ae9eb37c1d73b1f1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69f41eee481908121e54c7bd691ca completed April 20, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a089d3b73f88190bd5a68d6a1056df5 completed May 16, 2026, 4:37 p.m.
NEDg Description generation batch_6a089df251c481908043e3d7ad79198f completed May 16, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_6a089e8a05488190b3470f4ffb5927ce completed May 16, 2026, 4:42 p.m.
Created at: April 16, 2026, 11:36 a.m.