Triple
T5190868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Graham |
E117148
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Hannah Walters
Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
|
E501721
|
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: Hannah Walters | Statement: [Stephen Graham, spouse, Hannah Walters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hannah Walters Context triple: [Stephen Graham, spouse, Hannah Walters]
-
A.
Hannah Hudson
Hannah Hudson was the wife of colonial Massachusetts governor and Harvard College president John Leverett, known primarily through her association with his prominent political and academic career in early 18th-century New England.
-
B.
Hannah Davis
Hannah Davis, now known as Hannah Jeter, is an American fashion model and television host best known for her work with Sports Illustrated Swimsuit Issue and for being married to former MLB star Derek Jeter.
-
C.
Hannah Sullivan
Hannah Sullivan is a contemporary British poet and academic whose debut collection "Three Poems" won widespread acclaim for its innovative, formally adventurous exploration of modern life.
-
D.
Hannah Smith
Hannah Smith is an individual known primarily as the sister of Sophia Smith.
-
E.
Hannah Jane Shepard
Hannah Jane Shepard is the daughter of the late American playwright and actor Sam Shepard and actress Jessica Lange.
- 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: Hannah Walters Triple: [Stephen Graham, spouse, Hannah Walters]
Generated description
Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hannah Walters Target entity description: Hannah Walters is a British actress and producer known for her work in film and television and for being married to actor Stephen Graham.
-
A.
Hannah Hudson
Hannah Hudson was the wife of colonial Massachusetts governor and Harvard College president John Leverett, known primarily through her association with his prominent political and academic career in early 18th-century New England.
-
B.
Hannah Davis
Hannah Davis, now known as Hannah Jeter, is an American fashion model and television host best known for her work with Sports Illustrated Swimsuit Issue and for being married to former MLB star Derek Jeter.
-
C.
Hannah Sullivan
Hannah Sullivan is a contemporary British poet and academic whose debut collection "Three Poems" won widespread acclaim for its innovative, formally adventurous exploration of modern life.
-
D.
Hannah Smith
Hannah Smith is an individual known primarily as the sister of Sophia Smith.
-
E.
Hannah Jane Shepard
Hannah Jane Shepard is the daughter of the late American playwright and actor Sam Shepard and actress Jessica Lange.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79ebbfd081909a19b903c227fc1f |
completed | March 20, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee09146788190bfaac25a31e76ab5 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee2f57b588190a7c7f1e932281911 |
completed | March 21, 2026, 6:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee372a2948190abd3ca95c3c2f01b |
completed | March 21, 2026, 6:29 p.m. |
Created at: March 20, 2026, 1:46 p.m.