Triple
T3132164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dany Heatley |
E65438
|
entity |
| Predicate | birthFather |
P1908
|
FINISHED |
| Object |
Murray Heatley
Murray Heatley is best known as the father of former NHL star Dany Heatley.
|
E330482
|
NE FINISHED |
How this triple was built (5 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: Murray Heatley | Statement: [Dany Heatley, birthFather, Murray Heatley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray Heatley Context triple: [Dany Heatley, birthFather, Murray Heatley]
-
A.
Ewart Brown
Ewart Brown is a Bermudian physician and politician who served as Premier of Bermuda from 2006 to 2010 as leader of the Progressive Labour Party.
-
B.
George Blaney
George Blaney is an American basketball coach and former player best known for his long tenure as head coach at the College of the Holy Cross and later as an assistant at the University of Connecticut.
-
C.
Frederick Carlton Lewis
Frederick Carlton Lewis is an American former track and field athlete who won nine Olympic gold medals and became one of the sport’s most celebrated sprinters and long jumpers.
-
D.
Murray Bannerman
Murray Bannerman is a former Canadian professional ice hockey goaltender who played in the NHL, most notably for the Chicago Blackhawks during the 1980s.
-
E.
Harold Fleming
Harold Fleming is a relatively obscure individual whose primary distinction is sharing the surname associated with more widely known figures like author Ian 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: Murray Heatley Triple: [Dany Heatley, birthFather, Murray Heatley]
Generated description
Murray Heatley is best known as the father of former NHL star Dany Heatley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murray Heatley Target entity description: Murray Heatley is best known as the father of former NHL star Dany Heatley.
-
A.
Ewart Brown
Ewart Brown is a Bermudian physician and politician who served as Premier of Bermuda from 2006 to 2010 as leader of the Progressive Labour Party.
-
B.
George Blaney
George Blaney is an American basketball coach and former player best known for his long tenure as head coach at the College of the Holy Cross and later as an assistant at the University of Connecticut.
-
C.
Frederick Carlton Lewis
Frederick Carlton Lewis is an American former track and field athlete who won nine Olympic gold medals and became one of the sport’s most celebrated sprinters and long jumpers.
-
D.
Murray Bannerman
Murray Bannerman is a former Canadian professional ice hockey goaltender who played in the NHL, most notably for the Chicago Blackhawks during the 1980s.
-
E.
Harold Fleming
Harold Fleming is a relatively obscure individual whose primary distinction is sharing the surname associated with more widely known figures like author Ian Fleming.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: birthFather Context triple: [Dany Heatley, birthFather, Murray Heatley]
-
A.
fatherName
Indicates that one entity is the name of the father of another entity.
-
B.
fatherFrom
chosen
Indicates a parental relationship where one entity is the biological or legal father of another entity.
-
C.
stepfatherOf
Indicates that one person is the male spouse or partner of a child's parent, but is not the child's biological or adoptive father.
-
D.
spouseFather
Indicates that one entity is the father of another entity’s spouse.
-
E.
claimedFather
Indicates that one entity is asserted or alleged to be the father of another entity, without guaranteeing the claim’s truth.
- F. None of above.
Provenance (6 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_69ad8581c25c8190b0d85ba9b9baa531 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada55f77b881908866fc43bdb18185 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f82787c81908eb72b18614c3421 |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2102e35b08190ad9ca397f0c937da |
completed | March 12, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b21458b07081909d75886e0d9f88e9 |
completed | March 12, 2026, 1:18 a.m. |
| PD | Predicate disambiguation | batch_69ad9df62e548190b053e1478deed467 |
completed | March 8, 2026, 4:04 p.m. |
Created at: March 8, 2026, 3:04 p.m.