Triple
T5358497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Harper |
E102761
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Laureen Harper
Laureen Harper is a Canadian public figure and animal welfare advocate best known as the wife of former Prime Minister Stephen Harper and for her charitable and community work.
|
E562693
|
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: Laureen Harper | Statement: [Stephen Harper, spouse, Laureen Harper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laureen Harper Context triple: [Stephen Harper, spouse, Laureen Harper]
-
A.
Laura Bickford
Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
-
B.
Laura Harvey
Laura Harvey is an English professional football manager best known for her successful tenure coaching in the National Women's Soccer League, particularly with Seattle Reign FC and later the U.S. women's youth national teams.
-
C.
Heather DeLoach
Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
-
D.
Laurie Holmes
Laurie Holmes is best known as the widow of legendary adult film actor John Holmes and for managing his estate and legacy after his death.
-
E.
Shannon Harpster
Shannon Harpster is the spouse of American writer, actor, and producer Noah Harpster.
- 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: Laureen Harper Triple: [Stephen Harper, spouse, Laureen Harper]
Generated description
Laureen Harper is a Canadian public figure and animal welfare advocate best known as the wife of former Prime Minister Stephen Harper and for her charitable and community work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laureen Harper Target entity description: Laureen Harper is a Canadian public figure and animal welfare advocate best known as the wife of former Prime Minister Stephen Harper and for her charitable and community work.
-
A.
Laura Bickford
Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
-
B.
Laura Harvey
Laura Harvey is an English professional football manager best known for her successful tenure coaching in the National Women's Soccer League, particularly with Seattle Reign FC and later the U.S. women's youth national teams.
-
C.
Heather DeLoach
Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
-
D.
Laurie Holmes
Laurie Holmes is best known as the widow of legendary adult film actor John Holmes and for managing his estate and legacy after his death.
-
E.
Shannon Harpster
Shannon Harpster is the spouse of American writer, actor, and producer Noah Harpster.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd8631ca2c8190856258bf340f6e5d |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c107a4786881908a5fdd26e65e949b |
completed | March 23, 2026, 9:28 a.m. |
| NEDg | Description generation | batch_69c1090a7bac8190b5b9e003659b4b34 |
completed | March 23, 2026, 9:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10d5102348190a9ec7421b1410a99 |
completed | March 23, 2026, 9:52 a.m. |
Created at: March 20, 2026, 2:02 p.m.