Triple
T23207515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rona Ambrose |
E580499
|
entity |
| Predicate | hasPreviousSpouse |
P45367
|
FINISHED |
| Object |
Bruce Ambrose
Bruce Ambrose is a Canadian figure known primarily as the former husband of politician and former federal Conservative Party leader Rona Ambrose.
|
E1575565
|
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: Bruce Ambrose | Statement: [Rona Ambrose, hasPreviousSpouse, Bruce Ambrose]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Ambrose Context triple: [Rona Ambrose, hasPreviousSpouse, Bruce Ambrose]
-
A.
Gary Plummer
Gary Plummer is a former American football linebacker best known for his NFL career with the San Diego Chargers and San Francisco 49ers, including winning Super Bowl XXIX.
-
B.
Bruce O'Connell
Bruce O'Connell is a North Carolina businessman and Republican political figure who ran for Congress in the state's 11th congressional district.
-
C.
Dave Dorman
Dave Dorman is an American illustrator best known for his detailed and dynamic science fiction and fantasy artwork, particularly his Star Wars paintings and comic book covers.
-
D.
Ron Oates
Ron Oates is a musician known for his collaborative work with artists such as shamanic drummer and producer Byron Metcalf.
-
E.
Greg Plageman
Greg Plageman is an American television writer and producer best known for his work on series like "Person of Interest" and other high-concept genre dramas.
- 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: Bruce Ambrose Triple: [Rona Ambrose, hasPreviousSpouse, Bruce Ambrose]
Generated description
Bruce Ambrose is a Canadian figure known primarily as the former husband of politician and former federal Conservative Party leader Rona Ambrose.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Ambrose Target entity description: Bruce Ambrose is a Canadian figure known primarily as the former husband of politician and former federal Conservative Party leader Rona Ambrose.
-
A.
Gary Plummer
Gary Plummer is a former American football linebacker best known for his NFL career with the San Diego Chargers and San Francisco 49ers, including winning Super Bowl XXIX.
-
B.
Bruce O'Connell
Bruce O'Connell is a North Carolina businessman and Republican political figure who ran for Congress in the state's 11th congressional district.
-
C.
Dave Dorman
Dave Dorman is an American illustrator best known for his detailed and dynamic science fiction and fantasy artwork, particularly his Star Wars paintings and comic book covers.
-
D.
Ron Oates
Ron Oates is a musician known for his collaborative work with artists such as shamanic drummer and producer Byron Metcalf.
-
E.
Greg Plageman
Greg Plageman is an American television writer and producer best known for his work on series like "Person of Interest" and other high-concept genre dramas.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPreviousSpouse Context triple: [Rona Ambrose, hasPreviousSpouse, Bruce Ambrose]
-
A.
marriedBefore
Indicates that one entity entered into a marriage at an earlier time than the other entity.
-
B.
spouseLaterMarriedBy
Indicates that one’s spouse subsequently entered into a later marriage with another partner.
-
C.
subsequentSpouse
Indicates that one person is a later spouse of another, following a previous marriage involving at least one of them.
-
D.
hasMarriage
chosen
Indicates a marital relationship exists between the two entities, specifying that they are or were legally married to each other.
-
E.
marriedBy
Indicates that one entity is the officiant or authority who performs and formalizes the marriage of 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_69e24602ae1481908aaa6bc7ca493867 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1907d8be08190a100d99efaff9964 |
completed | April 29, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30c4df1481908bdab9ec52fdd9f6 |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c330135cc8190b5a0e512bda6277d |
completed | May 19, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c375dd5a4819097a80ae43a1c4442 |
completed | May 19, 2026, 10:11 a.m. |
| PD | Predicate disambiguation | batch_69effcccee508190a7ae311fdd319806 |
completed | April 28, 2026, 12:18 a.m. |
Created at: April 17, 2026, 4:07 p.m.