Triple
T11282807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrea Horwath |
E267104
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Horwath
Horwath is a surname most prominently associated with Canadian politician Andrea Horwath, former leader of the Ontario New Democratic Party and current mayor of Hamilton.
|
E915344
|
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: Horwath | Statement: [Andrea Horwath, familyName, Horwath]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Horwath Context triple: [Andrea Horwath, familyName, Horwath]
-
A.
Theodore Loblaw
Theodore Loblaw was a Canadian grocer and entrepreneur best known for founding the Loblaws supermarket chain, a pioneer of modern self-service grocery retailing in Canada.
-
B.
Mr. Majestyk
Mr. Majestyk is a crime novel by Elmore Leonard about a Vietnam veteran and melon farmer who clashes violently with the mob after standing up to local corruption.
-
C.
Martin Moscrop
Martin Moscrop is an English musician best known as the guitarist and trumpeter for the influential post-punk and funk band A Certain Ratio.
-
D.
Arthur Lappin
Arthur Lappin is an Irish film producer best known for his long-time collaboration with director Jim Sheridan on acclaimed films such as "My Left Foot" and "In the Name of the Father."
-
E.
Frank Worthington
Frank Worthington was an English professional footballer best known as a flamboyant forward who played for clubs such as Leicester City and Bolton Wanderers during the 1970s and 1980s.
- 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: Horwath Triple: [Andrea Horwath, familyName, Horwath]
Generated description
Horwath is a surname most prominently associated with Canadian politician Andrea Horwath, former leader of the Ontario New Democratic Party and current mayor of Hamilton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Horwath Target entity description: Horwath is a surname most prominently associated with Canadian politician Andrea Horwath, former leader of the Ontario New Democratic Party and current mayor of Hamilton.
-
A.
Theodore Loblaw
Theodore Loblaw was a Canadian grocer and entrepreneur best known for founding the Loblaws supermarket chain, a pioneer of modern self-service grocery retailing in Canada.
-
B.
Mr. Majestyk
Mr. Majestyk is a crime novel by Elmore Leonard about a Vietnam veteran and melon farmer who clashes violently with the mob after standing up to local corruption.
-
C.
Martin Moscrop
Martin Moscrop is an English musician best known as the guitarist and trumpeter for the influential post-punk and funk band A Certain Ratio.
-
D.
Arthur Lappin
Arthur Lappin is an Irish film producer best known for his long-time collaboration with director Jim Sheridan on acclaimed films such as "My Left Foot" and "In the Name of the Father."
-
E.
Frank Worthington
Frank Worthington was an English professional footballer best known as a flamboyant forward who played for clubs such as Leicester City and Bolton Wanderers during the 1970s and 1980s.
- 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_69d6aac8c2f48190ad0596f1f89f0470 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e96e15708190b3a1cccfbbe65882 |
completed | April 9, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4f471490081909036362c58e1e727 |
completed | April 19, 2026, 3:27 p.m. |
| NEDg | Description generation | batch_69e4f95be4b08190bebb2078406cb7ba |
completed | April 19, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ff6b7d248190b4dd885280e09a8e |
completed | April 19, 2026, 4:14 p.m. |
Created at: April 8, 2026, 9:31 p.m.