Triple
T19062088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Murray, 1st Duke of Atholl |
E466557
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Katherine Hamilton
Katherine Hamilton was a Scottish noblewoman of the late 17th and early 18th centuries who became Duchess of Atholl through her marriage into the prominent Murray family.
|
E1355689
|
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: Katherine Hamilton | Statement: [John Murray, 1st Duke of Atholl, spouse, Katherine Hamilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Katherine Hamilton Context triple: [John Murray, 1st Duke of Atholl, spouse, Katherine Hamilton]
-
A.
Eileen Kaufman
Eileen Kaufman was an American editor and literary figure best known for championing and preserving the work and legacy of Beat poet Bob Kaufman.
-
B.
Kathryn Crosby
Kathryn Crosby is an American actress and singer best known for her film and television work in the 1950s and 1960s and for being the second wife of entertainer Bing Crosby.
-
C.
Katherine Bailess
Katherine Bailess is an American actress and dancer best known for her role as Kyle Hart on the VH1 drama series "Hit the Floor."
-
D.
Arlene Hamilton
Arlene Hamilton is known as the wife of longtime Major League Baseball broadcaster Milo Hamilton.
-
E.
Mary LaRoche
Mary LaRoche was an American actress and singer known for her work in mid-20th-century film, television, and Broadway productions.
- 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: Katherine Hamilton Triple: [John Murray, 1st Duke of Atholl, spouse, Katherine Hamilton]
Generated description
Katherine Hamilton was a Scottish noblewoman of the late 17th and early 18th centuries who became Duchess of Atholl through her marriage into the prominent Murray family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Katherine Hamilton Target entity description: Katherine Hamilton was a Scottish noblewoman of the late 17th and early 18th centuries who became Duchess of Atholl through her marriage into the prominent Murray family.
-
A.
Eileen Kaufman
Eileen Kaufman was an American editor and literary figure best known for championing and preserving the work and legacy of Beat poet Bob Kaufman.
-
B.
Kathryn Crosby
Kathryn Crosby is an American actress and singer best known for her film and television work in the 1950s and 1960s and for being the second wife of entertainer Bing Crosby.
-
C.
Katherine Bailess
Katherine Bailess is an American actress and dancer best known for her role as Kyle Hart on the VH1 drama series "Hit the Floor."
-
D.
Arlene Hamilton
Arlene Hamilton is known as the wife of longtime Major League Baseball broadcaster Milo Hamilton.
-
E.
Mary LaRoche
Mary LaRoche was an American actress and singer known for her work in mid-20th-century film, television, and Broadway productions.
- 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e195ac048190a57b57e585d022d4 |
completed | April 20, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05c55dec9881908d56c270e538463d |
completed | May 14, 2026, 12:51 p.m. |
| NEDg | Description generation | batch_6a05c66f7efc8190859bf4ca53012d1d |
completed | May 14, 2026, 12:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c6f11fd88190be6fd8c235e3d269 |
completed | May 14, 2026, 12:58 p.m. |
Created at: April 10, 2026, 12:03 p.m.