Triple

T17697631
Position Surface form Disambiguated ID Type / Status
Subject Lucia Ashton E441211 entity
Predicate forcedToMarry P122588 FINISHED
Object Arturo Bucklaw
Arturo Bucklaw is a minor character in Sir Walter Scott’s novel "The Bride of Lammermoor," known primarily as the man whom Lucia Ashton is compelled to marry against her will.
E1286261 NE FINISHED

How this triple was built (5 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: Arturo Bucklaw | Statement: [Lucia Ashton, forcedToMarry, Arturo Bucklaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arturo Bucklaw
Context triple: [Lucia Ashton, forcedToMarry, Arturo Bucklaw]
  • A. Augusto H. Álvarez
    Augusto H. Álvarez was a prominent Mexican architect known for his influential modernist designs and contributions to Mexico City's mid-20th-century skyline.
  • B. Arturo Chávez
    Arturo Chávez is a personal name that may refer to multiple individuals, including professionals and public figures in Spanish-speaking countries.
  • C. Walter Alva
    Walter Alva is a Peruvian archaeologist renowned for uncovering the royal tombs of Sipán, one of the most significant archaeological discoveries in the Americas.
  • D. Vicente Saavedra
    Vicente Saavedra is a music industry professional and songwriter known for his work on major Latin and global hits such as "Taki Taki."
  • E. Guillermo Billinghurst
    Guillermo Billinghurst was a Peruvian politician who served as President of Peru in the early 20th century and was known for his populist and reformist agenda.
  • 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: Arturo Bucklaw
Triple: [Lucia Ashton, forcedToMarry, Arturo Bucklaw]
Generated description
Arturo Bucklaw is a minor character in Sir Walter Scott’s novel "The Bride of Lammermoor," known primarily as the man whom Lucia Ashton is compelled to marry against her will.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arturo Bucklaw
Target entity description: Arturo Bucklaw is a minor character in Sir Walter Scott’s novel "The Bride of Lammermoor," known primarily as the man whom Lucia Ashton is compelled to marry against her will.
  • A. Augusto H. Álvarez
    Augusto H. Álvarez was a prominent Mexican architect known for his influential modernist designs and contributions to Mexico City's mid-20th-century skyline.
  • B. Arturo Chávez
    Arturo Chávez is a personal name that may refer to multiple individuals, including professionals and public figures in Spanish-speaking countries.
  • C. Walter Alva
    Walter Alva is a Peruvian archaeologist renowned for uncovering the royal tombs of Sipán, one of the most significant archaeological discoveries in the Americas.
  • D. Vicente Saavedra
    Vicente Saavedra is a music industry professional and songwriter known for his work on major Latin and global hits such as "Taki Taki."
  • E. Guillermo Billinghurst
    Guillermo Billinghurst was a Peruvian politician who served as President of Peru in the early 20th century and was known for his populist and reformist agenda.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: forcedToMarry
Context triple: [Lucia Ashton, forcedToMarry, Arturo Bucklaw]
  • A. forcedMarriage chosen
    Indicates that one entity compels another into a marital union without their free and informed consent.
  • B. marriesFor
    Indicates that one entity enters into marriage with another entity specifically for a particular reason, motive, or benefit.
  • C. attemptedMarriage
    Indicates that one entity tried or intended to enter into a marital relationship with another entity, regardless of whether the marriage was completed or legally recognized.
  • D. marriageDefied
    Indicates that a marriage went against, resisted, or violated expected norms, rules, or prohibitions.
  • E. marries
    Indicates that one entity enters into a legally or socially recognized marital union with another entity.
  • F. None of above.

Provenance (6 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_69d8b9ea20b48190ace88bb46b01e6a9 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47157fd688190ba990eaf46ceab01 completed April 19, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02efabae5081909334659edb095b14 completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f06afe3c819094842d61c3b7ccd1 completed May 12, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_6a02f103b3c8819097dda16ec3dfa84e completed May 12, 2026, 9:21 a.m.
PD Predicate disambiguation batch_69e3cde3673c8190a889e14ba1f07dc1 completed April 18, 2026, 6:30 p.m.
Created at: April 10, 2026, 10:04 a.m.