Triple
T13180468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ursula |
E313707
|
entity |
| Predicate | isUsedBy |
P1480
|
FINISHED |
| Object |
Ursula Hegi
Ursula Hegi is a German-American author best known for her novels exploring German history and identity, particularly through works like "Stones from the River."
|
E1026182
|
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: Ursula Hegi | Statement: [Ursula, isUsedBy, Ursula Hegi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ursula Hegi Context triple: [Ursula, isUsedBy, Ursula Hegi]
-
A.
Sandra Pullman
Sandra Pullman is a determined, by-the-book detective who leads a team of retired officers investigating cold cases in the British television series "New Tricks."
-
B.
Gail Carson Levine
Gail Carson Levine is an American author best known for her Newbery Honor–winning children's fantasy novel "Ella Enchanted."
-
C.
Jane Yolen
Jane Yolen is a prolific American author best known for her fantasy, science fiction, and children's literature, including works like "The Devil's Arithmetic" and "Owl Moon."
-
D.
Freada Kapor Klein
Freada Kapor Klein is an American entrepreneur, activist, and philanthropist known for her work advancing diversity, equity, and inclusion in the tech industry and co-founding the Kapor Center.
-
E.
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.
- 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: Ursula Hegi Triple: [Ursula, isUsedBy, Ursula Hegi]
Generated description
Ursula Hegi is a German-American author best known for her novels exploring German history and identity, particularly through works like "Stones from the River."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ursula Hegi Target entity description: Ursula Hegi is a German-American author best known for her novels exploring German history and identity, particularly through works like "Stones from the River."
-
A.
Sandra Pullman
Sandra Pullman is a determined, by-the-book detective who leads a team of retired officers investigating cold cases in the British television series "New Tricks."
-
B.
Gail Carson Levine
Gail Carson Levine is an American author best known for her Newbery Honor–winning children's fantasy novel "Ella Enchanted."
-
C.
Jane Yolen
Jane Yolen is a prolific American author best known for her fantasy, science fiction, and children's literature, including works like "The Devil's Arithmetic" and "Owl Moon."
-
D.
Freada Kapor Klein
Freada Kapor Klein is an American entrepreneur, activist, and philanthropist known for her work advancing diversity, equity, and inclusion in the tech industry and co-founding the Kapor Center.
-
E.
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.
- 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c490ed081908ea54edb25c3de90 |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5ee66188190afb75a598a2f8211 |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f6e10f2481909b405169dd7e5cf9 |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f73b301881909d792dfebd2e468f |
completed | May 3, 2026, 7:20 a.m. |
Created at: April 9, 2026, 9:14 p.m.