Triple
T13814917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heartland |
E331987
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Lou Fleming
Lou Fleming is a central character in the Canadian family drama series "Heartland," known as Amy Fleming’s older sister and a key figure in managing the family ranch and business.
|
E1063137
|
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: Lou Fleming | Statement: [Heartland, mainCharacter, Lou Fleming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lou Fleming Context triple: [Heartland, mainCharacter, Lou Fleming]
-
A.
James Fleming
James Fleming is a relatively common personal name shared by various individuals across fields such as politics, sports, and the arts.
-
B.
Marcus Fleming
Marcus Fleming was a British economist best known for co-developing the Mundell–Fleming model of open-economy macroeconomics.
-
C.
Felix Scott
Felix Scott is a British actor known for his work in film, television, and radio, including a role in the biographical drama "Miss Marx."
-
D.
Max Dennison
Max Dennison is the skeptical teenage protagonist of the Halloween-themed fantasy film "Hocus Pocus," whose actions accidentally resurrect three witches in Salem.
-
E.
Felix Grant
Felix Grant is one of the children of British actor Hugh Grant.
- 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: Lou Fleming Triple: [Heartland, mainCharacter, Lou Fleming]
Generated description
Lou Fleming is a central character in the Canadian family drama series "Heartland," known as Amy Fleming’s older sister and a key figure in managing the family ranch and business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lou Fleming Target entity description: Lou Fleming is a central character in the Canadian family drama series "Heartland," known as Amy Fleming’s older sister and a key figure in managing the family ranch and business.
-
A.
James Fleming
James Fleming is a relatively common personal name shared by various individuals across fields such as politics, sports, and the arts.
-
B.
Marcus Fleming
Marcus Fleming was a British economist best known for co-developing the Mundell–Fleming model of open-economy macroeconomics.
-
C.
Felix Scott
Felix Scott is a British actor known for his work in film, television, and radio, including a role in the biographical drama "Miss Marx."
-
D.
Max Dennison
Max Dennison is the skeptical teenage protagonist of the Halloween-themed fantasy film "Hocus Pocus," whose actions accidentally resurrect three witches in Salem.
-
E.
Felix Grant
Felix Grant is one of the children of British actor Hugh Grant.
- 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.