Triple
T9298668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hopkinson |
E223703
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Deborah Hopkinson
Deborah Hopkinson is an American author best known for her historical fiction and nonfiction books for children and young adults, often highlighting social justice and lesser-known figures from history.
|
E789581
|
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: Deborah Hopkinson | Statement: [Hopkinson, hasNotableBearer, Deborah Hopkinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Hopkinson Context triple: [Hopkinson, hasNotableBearer, Deborah Hopkinson]
-
A.
Debbie Ridpath Ohi
Debbie Ridpath Ohi is a Canadian author and illustrator best known for her whimsical, expressive artwork in children's picture books and middle-grade fiction.
-
B.
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.
-
C.
Pamela Gray
Pamela Gray is an American screenwriter known for her work on character-driven drama films, including the military biographical film "Megan Leavey."
-
D.
Amy Krouse Rosenthal
Amy Krouse Rosenthal was an American author, filmmaker, and radio host best known for her inventive children's books and poignant personal essays, including her widely read New York Times piece "You May Want to Marry My Husband."
-
E.
Gail Carson Levine
Gail Carson Levine is an American author best known for her Newbery Honor–winning children's fantasy novel "Ella Enchanted."
- 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: Deborah Hopkinson Triple: [Hopkinson, hasNotableBearer, Deborah Hopkinson]
Generated description
Deborah Hopkinson is an American author best known for her historical fiction and nonfiction books for children and young adults, often highlighting social justice and lesser-known figures from history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Hopkinson Target entity description: Deborah Hopkinson is an American author best known for her historical fiction and nonfiction books for children and young adults, often highlighting social justice and lesser-known figures from history.
-
A.
Debbie Ridpath Ohi
Debbie Ridpath Ohi is a Canadian author and illustrator best known for her whimsical, expressive artwork in children's picture books and middle-grade fiction.
-
B.
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.
-
C.
Pamela Gray
Pamela Gray is an American screenwriter known for her work on character-driven drama films, including the military biographical film "Megan Leavey."
-
D.
Amy Krouse Rosenthal
Amy Krouse Rosenthal was an American author, filmmaker, and radio host best known for her inventive children's books and poignant personal essays, including her widely read New York Times piece "You May Want to Marry My Husband."
-
E.
Gail Carson Levine
Gail Carson Levine is an American author best known for her Newbery Honor–winning children's fantasy novel "Ella Enchanted."
- 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_69ca8423edb08190bc0c91287a484768 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd08cf50cc8190a025f478dff4f9fd |
completed | April 1, 2026, noon |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b25ac97881908751b466b370b7e5 |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b301659481909c1865884421fcde |
completed | April 4, 2026, 6:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b38ae1ec8190b36019d3a642290d |
completed | April 4, 2026, 6:45 a.m. |
Created at: March 30, 2026, 7:36 p.m.