Triple
T10567458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Shephard |
E249386
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Annie Shephard
Annie Shephard is the wife of British television presenter and game show host Ben Shephard.
|
E872937
|
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: Annie Shephard | Statement: [Ben Shephard, spouse, Annie Shephard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Annie Shephard Context triple: [Ben Shephard, spouse, Annie Shephard]
-
A.
Annie Glenn
Annie Glenn was an American advocate for people with speech disorders and the wife of astronaut and U.S. Senator John Glenn.
-
B.
Wally Funk
Wally Funk is an American aviator and former Mercury 13 member who became the oldest person to travel to space when she flew on Blue Origin’s New Shepard in 2021.
-
C.
Helene Hadfield
Helene Hadfield is the wife of Canadian astronaut Chris Hadfield and is known for her role in supporting his space career and public outreach.
-
D.
Elizabeth Mattingly
Elizabeth Mattingly is known as the wife of former NASA astronaut and Apollo program command module pilot Ken Mattingly.
-
E.
Mary Yeager
Mary Yeager is an American history professor best known as the longtime wife of actor John Lithgow.
- 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: Annie Shephard Triple: [Ben Shephard, spouse, Annie Shephard]
Generated description
Annie Shephard is the wife of British television presenter and game show host Ben Shephard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Annie Shephard Target entity description: Annie Shephard is the wife of British television presenter and game show host Ben Shephard.
-
A.
Annie Glenn
Annie Glenn was an American advocate for people with speech disorders and the wife of astronaut and U.S. Senator John Glenn.
-
B.
Wally Funk
Wally Funk is an American aviator and former Mercury 13 member who became the oldest person to travel to space when she flew on Blue Origin’s New Shepard in 2021.
-
C.
Helene Hadfield
Helene Hadfield is the wife of Canadian astronaut Chris Hadfield and is known for her role in supporting his space career and public outreach.
-
D.
Elizabeth Mattingly
Elizabeth Mattingly is known as the wife of former NASA astronaut and Apollo program command module pilot Ken Mattingly.
-
E.
Mary Yeager
Mary Yeager is an American history professor best known as the longtime wife of actor John Lithgow.
- 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_69d381c8bd708190acf3d275c908251e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5272ef5848190b76d671ea2d26314 |
completed | April 7, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d94b42879481909f9c98b2579c10a1 |
completed | April 10, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69d94d67e16481908efb939a3e65004c |
completed | April 10, 2026, 7:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d95227a1f48190ab847606a9ae0500 |
completed | April 10, 2026, 7:40 p.m. |
Created at: April 6, 2026, 12:36 p.m.