Triple
T17638196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Little Joy |
E429153
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Binki Shapiro
Binki Shapiro is an American singer-songwriter best known as a vocalist and multi-instrumentalist in the indie rock band Little Joy and for her collaborations with artists like Beck and Mark Ronson.
|
E1348685
|
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: Binki Shapiro | Statement: [Little Joy, hasMember, Binki Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Binki Shapiro Context triple: [Little Joy, hasMember, Binki Shapiro]
-
A.
Milly Shapiro
Milly Shapiro is an American actress and singer best known for her breakout role in the horror film "Hereditary" and for originating the title role in Broadway's "Matilda the Musical."
-
B.
Risa Shapiro
Risa Shapiro is a film producer best known for her work on the 1993 crime thriller "Kalifornia."
-
C.
Shoshanna Shapiro
Shoshanna Shapiro is a bubbly, fast-talking, and naive yet increasingly self-assured young woman featured as one of the core friends navigating adulthood in the TV series "Girls."
-
D.
Chaya Kaufman
Chaya Kaufman, better known as Ariel Durant, was a Pulitzer Prize–winning historian and co-author of "The Story of Civilization" alongside her husband Will Durant.
-
E.
Deborah Pines
Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
- 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: Binki Shapiro Triple: [Little Joy, hasMember, Binki Shapiro]
Generated description
Binki Shapiro is an American singer-songwriter best known as a vocalist and multi-instrumentalist in the indie rock band Little Joy and for her collaborations with artists like Beck and Mark Ronson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Binki Shapiro Target entity description: Binki Shapiro is an American singer-songwriter best known as a vocalist and multi-instrumentalist in the indie rock band Little Joy and for her collaborations with artists like Beck and Mark Ronson.
-
A.
Milly Shapiro
Milly Shapiro is an American actress and singer best known for her breakout role in the horror film "Hereditary" and for originating the title role in Broadway's "Matilda the Musical."
-
B.
Risa Shapiro
Risa Shapiro is a film producer best known for her work on the 1993 crime thriller "Kalifornia."
-
C.
Shoshanna Shapiro
Shoshanna Shapiro is a bubbly, fast-talking, and naive yet increasingly self-assured young woman featured as one of the core friends navigating adulthood in the TV series "Girls."
-
D.
Chaya Kaufman
Chaya Kaufman, better known as Ariel Durant, was a Pulitzer Prize–winning historian and co-author of "The Story of Civilization" alongside her husband Will Durant.
-
E.
Deborah Pines
Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
- 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_69d889e2c2608190b762e76d9b2262f1 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46de2c85c819087e17a9ff93e4964 |
completed | April 19, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a058296efe481908e5a19acc0d0b738 |
completed | May 14, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a05866776d881909723e694ab9a8674 |
completed | May 14, 2026, 8:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0586f85a448190becf166dbc584a1f |
completed | May 14, 2026, 8:25 a.m. |
Created at: April 10, 2026, 5:58 a.m.