Triple
T13814919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heartland |
E331987
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Tim Fleming
Tim Fleming is a central character in the Canadian television series "Heartland," known as Amy and Lou's often-absent but gradually redeeming father.
|
E1065298
|
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: Tim Fleming | Statement: [Heartland, mainCharacter, Tim Fleming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tim Fleming Context triple: [Heartland, mainCharacter, Tim Fleming]
-
A.
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.
-
B.
Stephen Fleming
Stephen Fleming is a former New Zealand cricket captain and prominent coach known for his long-standing and successful tenure with the Chennai Super Kings in the Indian Premier League.
-
C.
Stephen Fleming
Stephen Fleming is the middle-aged British politician whose obsessive affair with his son’s fiancée drives the tragic psychological drama in the 1992 film "Damage."
-
D.
Andrew Fleming
Andrew Fleming is an American film and television director, screenwriter, and producer known for works such as "The Craft," "Dick," and episodes of "Arrested Development."
-
E.
Jimmy Fleming
Jimmy Fleming is an alternative name or diminutive form commonly used for individuals named James Fleming.
- 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: Tim Fleming Triple: [Heartland, mainCharacter, Tim Fleming]
Generated description
Tim Fleming is a central character in the Canadian television series "Heartland," known as Amy and Lou's often-absent but gradually redeeming father.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tim Fleming Target entity description: Tim Fleming is a central character in the Canadian television series "Heartland," known as Amy and Lou's often-absent but gradually redeeming father.
-
A.
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.
-
B.
Stephen Fleming
Stephen Fleming is a former New Zealand cricket captain and prominent coach known for his long-standing and successful tenure with the Chennai Super Kings in the Indian Premier League.
-
C.
Stephen Fleming
Stephen Fleming is the middle-aged British politician whose obsessive affair with his son’s fiancée drives the tragic psychological drama in the 1992 film "Damage."
-
D.
Andrew Fleming
Andrew Fleming is an American film and television director, screenwriter, and producer known for works such as "The Craft," "Dick," and episodes of "Arrested Development."
-
E.
Jimmy Fleming
Jimmy Fleming is an alternative name or diminutive form commonly used for individuals named James Fleming.
- 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_69f7c0e6d5cc819087ccdbfc00f16542 |
completed | May 3, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69f7c20da9448190b3167b091bd39b94 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c2cc63148190b9ca2828abe54286 |
completed | May 3, 2026, 9:49 p.m. |
Created at: April 9, 2026, 10:12 p.m.