Triple

T4398076
Position Surface form Disambiguated ID Type / Status
Subject Mary Lincoln Beckwith E99541 entity
Predicate familyName P18 FINISHED
Object Beckwith
Beckwith is an English-origin surname borne by various notable individuals across fields such as politics, the arts, and academia.
 E436030 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: Beckwith | Statement: [Mary Lincoln Beckwith, familyName, Beckwith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beckwith
Context triple: [Mary Lincoln Beckwith, familyName, Beckwith]
  • A. Hipple
    Hipple is the birth surname of American film and television actor Hugh Marlowe.
  • B. Netherton
    Netherton is a suburban area within the Metropolitan Borough of Sefton in Merseyside, England.
  • C. Lejeune
    Lejeune is a surname most prominently associated with U.S. Marine Corps General John A. Lejeune, a key figure in Marine Corps history and namesake of Marine Corps Base Camp Lejeune.
  • D. Joubert
    Joubert is a French-origin surname common in South Africa and other countries, borne by various notable figures in politics, sports, and the arts.
  • E. Ehlers
    Ehlers is a German surname, likely of North German or Danish origin, that shares an etymological root with the name Ehle.
  • 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: Beckwith
Triple: [Mary Lincoln Beckwith, familyName, Beckwith]
Generated description
Beckwith is an English-origin surname borne by various notable individuals across fields such as politics, the arts, and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beckwith
Target entity description: Beckwith is an English-origin surname borne by various notable individuals across fields such as politics, the arts, and academia.
  • A. Hipple
    Hipple is the birth surname of American film and television actor Hugh Marlowe.
  • B. Netherton
    Netherton is a suburban area within the Metropolitan Borough of Sefton in Merseyside, England.
  • C. Lejeune
    Lejeune is a surname most prominently associated with U.S. Marine Corps General John A. Lejeune, a key figure in Marine Corps history and namesake of Marine Corps Base Camp Lejeune.
  • D. Joubert
    Joubert is a French-origin surname common in South Africa and other countries, borne by various notable figures in politics, sports, and the arts.
  • E. Ehlers
    Ehlers is a German surname, likely of North German or Danish origin, that shares an etymological root with the name Ehle.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352adce588190b9e6ed53458aa1e1 completed March 12, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53ae7bc8190b216319e522b11c6 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5f8b9bc8190abb35710e2ddbe5e completed March 14, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:20 p.m.