Triple
T2860170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cole Hamels |
E63299
|
entity |
| Predicate | hasSpouse |
P13
|
FINISHED |
| Object |
Heidi Hamels
Heidi Hamels is an American philanthropist and former reality TV personality best known for her charitable work and public profile alongside her husband, MLB pitcher Cole Hamels.
|
E306510
|
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: Heidi Hamels | Statement: [Cole Hamels, hasSpouse, Heidi Hamels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heidi Hamels Context triple: [Cole Hamels, hasSpouse, Heidi Hamels]
-
A.
Helen Ramírez
Helen Ramírez is a strong, independent Mexican businesswoman and former lover of the marshal in the classic Western film "High Noon," known for her moral clarity and pivotal influence on the story’s events.
-
B.
Kayla Pospisil
Kayla Pospisil is a fictional Fox News employee portrayed by Margot Robbie in the 2019 film "Bombshell," representing a composite character who experiences and exposes workplace sexual harassment.
-
C.
Kate Adams
Kate Adams is a name shared by several notable individuals, including professionals in fields such as law, business, and the arts.
-
D.
JoAnna Garcia Swisher
JoAnna Garcia Swisher is an American actress known for her television roles in series such as "Reba," "Privileged," and "Sweet Magnolias."
-
E.
Crystal Dunn
Crystal Dunn is an American professional soccer player and World Cup champion known for her versatility and impact for club and country.
- 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: Heidi Hamels Triple: [Cole Hamels, hasSpouse, Heidi Hamels]
Generated description
Heidi Hamels is an American philanthropist and former reality TV personality best known for her charitable work and public profile alongside her husband, MLB pitcher Cole Hamels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heidi Hamels Target entity description: Heidi Hamels is an American philanthropist and former reality TV personality best known for her charitable work and public profile alongside her husband, MLB pitcher Cole Hamels.
-
A.
Helen Ramírez
Helen Ramírez is a strong, independent Mexican businesswoman and former lover of the marshal in the classic Western film "High Noon," known for her moral clarity and pivotal influence on the story’s events.
-
B.
Kayla Pospisil
Kayla Pospisil is a fictional Fox News employee portrayed by Margot Robbie in the 2019 film "Bombshell," representing a composite character who experiences and exposes workplace sexual harassment.
-
C.
Kate Adams
Kate Adams is a name shared by several notable individuals, including professionals in fields such as law, business, and the arts.
-
D.
JoAnna Garcia Swisher
JoAnna Garcia Swisher is an American actress known for her television roles in series such as "Reba," "Privileged," and "Sweet Magnolias."
-
E.
Crystal Dunn
Crystal Dunn is an American professional soccer player and World Cup champion known for her versatility and impact for club and country.
- 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_69ab4c41e8c08190a9e8f5249cc12610 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf8c676c8190ab29f89d50bd09c3 |
completed | March 7, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d972aa481908f6cb5f27706990c |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b021fbc2808190b415fd8af934cf73 |
completed | March 10, 2026, 1:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b02656f8488190ab0d715d1634b6a7 |
completed | March 10, 2026, 2:10 p.m. |
Created at: March 6, 2026, 10:02 p.m.