Triple
T13163643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Stephenson |
E312788
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Jean Stephenson
Jean Stephenson is known primarily as the spouse of John Stephenson.
|
E1024137
|
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: Jean Stephenson | Statement: [John Stephenson, spouse, Jean Stephenson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean Stephenson Context triple: [John Stephenson, spouse, Jean Stephenson]
-
A.
Mary Evelyn Pickering
Mary Evelyn Pickering, better known as Evelyn De Morgan, was a British Pre-Raphaelite painter renowned for her allegorical and spiritually themed works.
-
B.
Wallace John Eckert
Wallace John Eckert was an American astronomer and pioneer of computational methods who used early punched-card and electronic computers to advance celestial mechanics and navigation.
-
C.
Kathleen McNulty Mauchly
Kathleen McNulty Mauchly was a pioneering Irish-American computer programmer best known as one of the original ENIAC programmers and an early trailblazer for women in computing.
-
D.
Max Newman
Max Newman was a British mathematician and codebreaker who played a key role in the development of early computing and in breaking German ciphers during World War II.
-
E.
Allan W. Eckert
Allan W. Eckert was an American author and naturalist best known for his meticulously researched historical novels and nature writing, including the "Winning of America" series.
- 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: Jean Stephenson Triple: [John Stephenson, spouse, Jean Stephenson]
Generated description
Jean Stephenson is known primarily as the spouse of John Stephenson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean Stephenson Target entity description: Jean Stephenson is known primarily as the spouse of John Stephenson.
-
A.
Mary Evelyn Pickering
Mary Evelyn Pickering, better known as Evelyn De Morgan, was a British Pre-Raphaelite painter renowned for her allegorical and spiritually themed works.
-
B.
Wallace John Eckert
Wallace John Eckert was an American astronomer and pioneer of computational methods who used early punched-card and electronic computers to advance celestial mechanics and navigation.
-
C.
Kathleen McNulty Mauchly
Kathleen McNulty Mauchly was a pioneering Irish-American computer programmer best known as one of the original ENIAC programmers and an early trailblazer for women in computing.
-
D.
Max Newman
Max Newman was a British mathematician and codebreaker who played a key role in the development of early computing and in breaking German ciphers during World War II.
-
E.
Allan W. Eckert
Allan W. Eckert was an American author and naturalist best known for his meticulously researched historical novels and nature writing, including the "Winning of America" series.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c0bf5a48190bf245dceee24b579 |
completed | April 10, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eaf4cd788190b74cca51b5219bfb |
completed | May 3, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69f6eeefa9a08190b042212f24735ca7 |
completed | May 3, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ef933f888190880e680f7f4c1c29 |
completed | May 3, 2026, 6:47 a.m. |
Created at: April 9, 2026, 9:13 p.m.