Triple
T13814916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heartland |
E331987
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Amy Fleming
Amy Fleming is the compassionate, horse-whispering protagonist of the Canadian family drama series "Heartland," known for her deep bond with horses and dedication to healing them.
|
E1063136
|
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: Amy Fleming | Statement: [Heartland, mainCharacter, Amy Fleming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amy Fleming Context triple: [Heartland, mainCharacter, Amy Fleming]
-
A.
Florence Mackenzie
Florence Mackenzie was the wife of Scottish Olympic champion and missionary Eric Liddell, known for supporting his work in China and caring for their family during his internment and death in World War II.
-
B.
Mary Fleming
Mary Fleming was a 16th-century Scottish noblewoman and one of the famed "Four Marys" who served Mary, Queen of Scots.
-
C.
Aileen Furse
Aileen Furse was the British wife of notorious double agent Kim Philby, whose troubled marriage was marked by his secret espionage activities and her early death.
-
D.
Alexandra Cunningham
Alexandra Cunningham is an American television writer and producer best known for her work on series such as "Desperate Housewives" and for creating the crime drama "Dirty John."
-
E.
Ruth Cameron
Ruth Cameron is an American jazz singer and producer known for her work with and marriage to renowned bassist Charlie Haden.
- 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: Amy Fleming Triple: [Heartland, mainCharacter, Amy Fleming]
Generated description
Amy Fleming is the compassionate, horse-whispering protagonist of the Canadian family drama series "Heartland," known for her deep bond with horses and dedication to healing them.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amy Fleming Target entity description: Amy Fleming is the compassionate, horse-whispering protagonist of the Canadian family drama series "Heartland," known for her deep bond with horses and dedication to healing them.
-
A.
Florence Mackenzie
Florence Mackenzie was the wife of Scottish Olympic champion and missionary Eric Liddell, known for supporting his work in China and caring for their family during his internment and death in World War II.
-
B.
Mary Fleming
Mary Fleming was a 16th-century Scottish noblewoman and one of the famed "Four Marys" who served Mary, Queen of Scots.
-
C.
Aileen Furse
Aileen Furse was the British wife of notorious double agent Kim Philby, whose troubled marriage was marked by his secret espionage activities and her early death.
-
D.
Alexandra Cunningham
Alexandra Cunningham is an American television writer and producer best known for her work on series such as "Desperate Housewives" and for creating the crime drama "Dirty John."
-
E.
Ruth Cameron
Ruth Cameron is an American jazz singer and producer known for her work with and marriage to renowned bassist Charlie Haden.
- 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02806e148190996f58934e66d7d8 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b8e0112481909deb31f8614f8b93 |
completed | May 3, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69f7b9d81f488190875e9b3f885556ab |
completed | May 3, 2026, 9:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7ba936c4481908757699ff22d3904 |
completed | May 3, 2026, 9:13 p.m. |
Created at: April 9, 2026, 10:12 p.m.