Triple
T20906227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Cullum |
E514804
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Emily Frankel
Emily Frankel is an American dancer, choreographer, and writer known for her work in modern dance and for her long career in the performing arts.
|
E1456472
|
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: Emily Frankel | Statement: [John Cullum, spouse, Emily Frankel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emily Frankel Context triple: [John Cullum, spouse, Emily Frankel]
-
A.
Laura Shusterman
Laura Shusterman is the wife of former Donald Trump attorney Michael Cohen and a Ukrainian-born businesswoman who has been linked to some of his real estate and taxi-medallion ventures.
-
B.
Rachel Lapp
Rachel Lapp is a young Amish widow and mother who becomes entangled with a big-city detective in the 1985 crime thriller film "Witness."
-
C.
Meg Rosoff
Meg Rosoff is an American-born British author best known for her award-winning young adult novels that often explore dark, complex themes with a distinctive, lyrical style.
-
D.
Sarah Natochenny
Sarah Natochenny is an American voice actress best known for voicing Ash Ketchum in the English-language version of the Pokémon anime series.
-
E.
Emily Jenkins
Emily Jenkins is an American author best known for her children's books and young adult fiction, often written under the pen name E. Lockhart.
- 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: Emily Frankel Triple: [John Cullum, spouse, Emily Frankel]
Generated description
Emily Frankel is an American dancer, choreographer, and writer known for her work in modern dance and for her long career in the performing arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emily Frankel Target entity description: Emily Frankel is an American dancer, choreographer, and writer known for her work in modern dance and for her long career in the performing arts.
-
A.
Laura Shusterman
Laura Shusterman is the wife of former Donald Trump attorney Michael Cohen and a Ukrainian-born businesswoman who has been linked to some of his real estate and taxi-medallion ventures.
-
B.
Rachel Lapp
Rachel Lapp is a young Amish widow and mother who becomes entangled with a big-city detective in the 1985 crime thriller film "Witness."
-
C.
Meg Rosoff
Meg Rosoff is an American-born British author best known for her award-winning young adult novels that often explore dark, complex themes with a distinctive, lyrical style.
-
D.
Sarah Natochenny
Sarah Natochenny is an American voice actress best known for voicing Ash Ketchum in the English-language version of the Pokémon anime series.
-
E.
Emily Jenkins
Emily Jenkins is an American author best known for her children's books and young adult fiction, often written under the pen name E. Lockhart.
- 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_69e0b4f8a1108190bce3d31331290ced |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6e9001a8c81909fa1004b5977d04f |
completed | April 21, 2026, 3:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0918da64408190948113dfe2654435 |
completed | May 17, 2026, 1:24 a.m. |
| NEDg | Description generation | batch_6a09194f440c8190aac98329720aaeb7 |
completed | May 17, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a091a1871c8819089d522e7d1dd2452 |
completed | May 17, 2026, 1:30 a.m. |
Created at: April 16, 2026, 12:47 p.m.