Triple
T17697631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lucia Ashton |
E441211
|
entity |
| Predicate | forcedToMarry |
P122588
|
FINISHED |
| Object | Arturo Bucklaw |
—
|
NE NERFINISHED |
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: 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.
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 (3 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. |
| PD | Predicate disambiguation | batch_69e3cde3673c8190a889e14ba1f07dc1 |
completed | April 18, 2026, 6:30 p.m. |
Created at: April 10, 2026, 10:04 a.m.