Triple
T1746498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michelle Kwan |
E38346
|
entity |
| Predicate | choreographer |
P11856
|
FINISHED |
| Object |
Lori Nichol
Lori Nichol is a renowned figure skating choreographer known for crafting sophisticated, artistically acclaimed programs for many of the sport’s top skaters.
|
E326222
|
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: Lori Nichol | Statement: [Michelle Kwan, choreographer, Lori Nichol]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lori Nichol Context triple: [Michelle Kwan, choreographer, Lori Nichol]
-
A.
Lori Collins
Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
-
B.
Nicole Shanahan
Nicole Shanahan is an American attorney, legal tech entrepreneur, and philanthropist known for founding the patent management company ClearAccessIP and for her high-profile marriage to Google co-founder Sergey Brin.
-
C.
Terri DeMarco
Terri DeMarco is best known as the wife of American character actor Murray Hamilton, who appeared in films such as "Jaws" and "The Graduate."
-
D.
Jennifer Lash
Jennifer Lash was a British novelist and painter known for her literary works and as the matriarch of the Fiennes acting family.
-
E.
Diandra Luker
Diandra Luker is a film producer and the former wife of American actor Michael Douglas.
- 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: Lori Nichol Triple: [Michelle Kwan, choreographer, Lori Nichol]
Generated description
Lori Nichol is a renowned figure skating choreographer known for crafting sophisticated, artistically acclaimed programs for many of the sport’s top skaters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lori Nichol Target entity description: Lori Nichol is a renowned figure skating choreographer known for crafting sophisticated, artistically acclaimed programs for many of the sport’s top skaters.
-
A.
Lori Collins
Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
-
B.
Nicole Shanahan
Nicole Shanahan is an American attorney, legal tech entrepreneur, and philanthropist known for founding the patent management company ClearAccessIP and for her high-profile marriage to Google co-founder Sergey Brin.
-
C.
Terri DeMarco
Terri DeMarco is best known as the wife of American character actor Murray Hamilton, who appeared in films such as "Jaws" and "The Graduate."
-
D.
Jennifer Lash
Jennifer Lash was a British novelist and painter known for her literary works and as the matriarch of the Fiennes acting family.
-
E.
Diandra Luker
Diandra Luker is a film producer and the former wife of American actor Michael Douglas.
- 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_69a8862b01a48190ab47209063af82d9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa63eabdf48190878ecde3d1b1faf3 |
completed | March 6, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20312b56081908ec4aba034592402 |
completed | March 12, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b20420e7448190b04b68dcb2552a4f |
completed | March 12, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2048310bc8190af647c4f7773815a |
completed | March 12, 2026, 12:10 a.m. |
Created at: March 4, 2026, 7:31 p.m.