Triple
T18177425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Miriam Heller
Miriam Heller is a notable individual bearing the surname Heller, recognized as a distinguished representative of the Heller family name.
|
E1312315
|
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: Miriam Heller | Statement: [Heller, hasNotableBearer, Miriam Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Miriam Heller Context triple: [Heller, hasNotableBearer, Miriam Heller]
-
A.
Shari Springer Berman
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
-
B.
Carol Holofcener
Carol Holofcener is the mother of American film director and screenwriter Nicole Holofcener.
-
C.
Heidi Stillman
Heidi Stillman is an American theater director, playwright, and adapter known for her long-time leadership and innovative storytelling work with Chicago’s Lookingglass Theatre Company.
-
D.
Ruth Heller
Ruth Heller was an American author and illustrator best known for her richly detailed, rhyming children's picture books that teach language and grammar concepts.
-
E.
Marielle Heller
Marielle Heller is an American filmmaker and actress best known for directing acclaimed character-driven films such as "The Diary of a Teenage Girl," "Can You Ever Forgive Me?," and "A Beautiful Day in the Neighborhood."
- 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: Miriam Heller Triple: [Heller, hasNotableBearer, Miriam Heller]
Generated description
Miriam Heller is a notable individual bearing the surname Heller, recognized as a distinguished representative of the Heller family name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Miriam Heller Target entity description: Miriam Heller is a notable individual bearing the surname Heller, recognized as a distinguished representative of the Heller family name.
-
A.
Shari Springer Berman
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
-
B.
Carol Holofcener
Carol Holofcener is the mother of American film director and screenwriter Nicole Holofcener.
-
C.
Heidi Stillman
Heidi Stillman is an American theater director, playwright, and adapter known for her long-time leadership and innovative storytelling work with Chicago’s Lookingglass Theatre Company.
-
D.
Ruth Heller
Ruth Heller was an American author and illustrator best known for her richly detailed, rhyming children's picture books that teach language and grammar concepts.
-
E.
Marielle Heller
Marielle Heller is an American filmmaker and actress best known for directing acclaimed character-driven films such as "The Diary of a Teenage Girl," "Can You Ever Forgive Me?," and "A Beautiful Day in the Neighborhood."
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4df5a72008190bd2e56205b995a87 |
completed | April 19, 2026, 1:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f045f2c8190b0fb21b5f97c4421 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fa823ec8190acb9f399d20800c8 |
completed | May 12, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a07a59f88190a7ddd5b612d1575a |
completed | May 12, 2026, 9:49 p.m. |
Created at: April 10, 2026, 10:31 a.m.