Triple
T8215067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ward |
E191911
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Barbara Ward
Barbara Ward was a British economist, writer, and pioneering environmentalist known for her influential work on global development, social justice, and sustainability.
|
E720477
|
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: Barbara Ward | Statement: [Ward, hasNotableBearer, Barbara Ward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Ward Context triple: [Ward, hasNotableBearer, Barbara Ward]
-
A.
Joan Nuttall
Joan Nuttall is a person notable enough to be recognized as a significant bearer of the surname Nuttall.
-
B.
Barbara Holland
Barbara Holland is a minor but beloved character from the Netflix series "Stranger Things," known as Nancy Wheeler’s loyal best friend whose mysterious disappearance becomes an early catalyst for the show's supernatural events.
-
C.
Esther Milnes
Esther Milnes was the wife of English writer and abolitionist Thomas Day, known for her connection to his literary and social reform circles in the 18th century.
-
D.
Barbara Kyle
Barbara Kyle is a British computer scientist known for her involvement in early work on programming language design and formal methods as part of the mid-20th-century UK computing community.
-
E.
Eileen Sherwood
Eileen Sherwood is a central character in the musical "Wonderful Town," portrayed as a charming, aspiring actress who moves to New York City with her sister to pursue her dreams.
- 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: Barbara Ward Triple: [Ward, hasNotableBearer, Barbara Ward]
Generated description
Barbara Ward was a British economist, writer, and pioneering environmentalist known for her influential work on global development, social justice, and sustainability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Ward Target entity description: Barbara Ward was a British economist, writer, and pioneering environmentalist known for her influential work on global development, social justice, and sustainability.
-
A.
Joan Nuttall
Joan Nuttall is a person notable enough to be recognized as a significant bearer of the surname Nuttall.
-
B.
Barbara Holland
Barbara Holland is a minor but beloved character from the Netflix series "Stranger Things," known as Nancy Wheeler’s loyal best friend whose mysterious disappearance becomes an early catalyst for the show's supernatural events.
-
C.
Esther Milnes
Esther Milnes was the wife of English writer and abolitionist Thomas Day, known for her connection to his literary and social reform circles in the 18th century.
-
D.
Barbara Kyle
Barbara Kyle is a British computer scientist known for her involvement in early work on programming language design and formal methods as part of the mid-20th-century UK computing community.
-
E.
Eileen Sherwood
Eileen Sherwood is a central character in the musical "Wonderful Town," portrayed as a charming, aspiring actress who moves to New York City with her sister to pursue her dreams.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776c5cd081908259b1c3d12285de |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd34c010b48190b564fd365a5304d1 |
completed | April 1, 2026, 3:07 p.m. |
| NEDg | Description generation | batch_69cd37a290508190b598f96220056041 |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4e9d362481908283d58b03c7ef9b |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:44 p.m.