Triple
T8010161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Kostura |
E186467
|
entity |
| Predicate | hasSpouse |
P13
|
FINISHED |
| Object |
Ives Ryland
Ives Ryland is the spouse of Thomas Kostura, known primarily in relation to his personal life.
|
E709136
|
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: Ives Ryland | Statement: [Thomas Kostura, hasSpouse, Ives Ryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ives Ryland Context triple: [Thomas Kostura, hasSpouse, Ives Ryland]
-
A.
George Hively
George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
-
B.
George Burroughs
George Burroughs was a Puritan minister in colonial New England who was infamously executed for alleged witchcraft during the Salem witch trials.
-
C.
Frederick H. Billings
Frederick H. Billings was a 19th-century American lawyer, financier, and president of the Northern Pacific Railway, known for his role in railroad expansion and conservation efforts in the American West.
-
D.
Calvert DeForest
Calvert DeForest was an American character actor and comedian best known for his quirky, deadpan appearances as "Larry 'Bud' Melman" on David Letterman's late-night shows.
-
E.
Hiram Edson
Hiram Edson was a 19th-century Millerite and early Seventh-day Adventist pioneer whose post-1844 insights on Christ’s heavenly ministry significantly shaped the development of the Adventist sanctuary doctrine.
- 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: Ives Ryland Triple: [Thomas Kostura, hasSpouse, Ives Ryland]
Generated description
Ives Ryland is the spouse of Thomas Kostura, known primarily in relation to his personal life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ives Ryland Target entity description: Ives Ryland is the spouse of Thomas Kostura, known primarily in relation to his personal life.
-
A.
George Hively
George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
-
B.
George Burroughs
George Burroughs was a Puritan minister in colonial New England who was infamously executed for alleged witchcraft during the Salem witch trials.
-
C.
Frederick H. Billings
Frederick H. Billings was a 19th-century American lawyer, financier, and president of the Northern Pacific Railway, known for his role in railroad expansion and conservation efforts in the American West.
-
D.
Calvert DeForest
Calvert DeForest was an American character actor and comedian best known for his quirky, deadpan appearances as "Larry 'Bud' Melman" on David Letterman's late-night shows.
-
E.
Hiram Edson
Hiram Edson was a 19th-century Millerite and early Seventh-day Adventist pioneer whose post-1844 insights on Christ’s heavenly ministry significantly shaped the development of the Adventist sanctuary doctrine.
- 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_69ca82abaffc8190ab8af79cdbc31ab3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3d70caf8819090a9f98025470c0d |
completed | March 31, 2026, 3:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63c1f76881909ad6d7777090f2e2 |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651b4be08190ad76c70b1d617c1a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc664700dc819097d149931cf49673 |
completed | April 1, 2026, 12:26 a.m. |
Created at: March 30, 2026, 5:19 p.m.