Triple
T13436570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barter Books |
E320243
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Stuart Manley
Stuart Manley is a British bookseller best known as the co-founder of Barter Books, one of the UK’s largest second-hand bookshops and the place where the original "Keep Calm and Carry On" poster was rediscovered and popularized.
|
E1041710
|
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: Stuart Manley | Statement: [Barter Books, foundedBy, Stuart Manley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Manley Context triple: [Barter Books, foundedBy, Stuart Manley]
-
A.
Stuart Sanger
Stuart Sanger was one of the children of birth control activist and Planned Parenthood founder Margaret Sanger.
-
B.
Stuart Morrison
Stuart Morrison is a motorsport communications professional who serves as the head of communications for the Haas Formula 1 Team.
-
C.
Stuart Alan Jones
Stuart Alan Jones is a charismatic, hedonistic advertising executive and central figure in the British TV drama "Queer as Folk," known for his unapologetically confident and sexually adventurous lifestyle.
-
D.
Stuart Johnson
Stuart Johnson is a music producer known for his work on Hozier’s 2023 album "Unreal Unearth."
-
E.
Jon Randall Stewart
Jon Randall Stewart is an American country music singer, songwriter, and producer known for his work both as a solo artist and as a collaborator with prominent Nashville acts.
- 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: Stuart Manley Triple: [Barter Books, foundedBy, Stuart Manley]
Generated description
Stuart Manley is a British bookseller best known as the co-founder of Barter Books, one of the UK’s largest second-hand bookshops and the place where the original "Keep Calm and Carry On" poster was rediscovered and popularized.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Manley Target entity description: Stuart Manley is a British bookseller best known as the co-founder of Barter Books, one of the UK’s largest second-hand bookshops and the place where the original "Keep Calm and Carry On" poster was rediscovered and popularized.
-
A.
Stuart Sanger
Stuart Sanger was one of the children of birth control activist and Planned Parenthood founder Margaret Sanger.
-
B.
Stuart Morrison
Stuart Morrison is a motorsport communications professional who serves as the head of communications for the Haas Formula 1 Team.
-
C.
Stuart Alan Jones
Stuart Alan Jones is a charismatic, hedonistic advertising executive and central figure in the British TV drama "Queer as Folk," known for his unapologetically confident and sexually adventurous lifestyle.
-
D.
Stuart Johnson
Stuart Johnson is a music producer known for his work on Hozier’s 2023 album "Unreal Unearth."
-
E.
Jon Randall Stewart
Jon Randall Stewart is an American country music singer, songwriter, and producer known for his work both as a solo artist and as a collaborator with prominent Nashville acts.
- 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaee42a8c8190a85716b4a6db335e |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f739902d148190ac14ac66f1f9512f |
completed | May 3, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69f73d6051e48190a39e8de98bfb839a |
completed | May 3, 2026, 12:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7411fbb9481908f0106b01f2583bf |
completed | May 3, 2026, 12:35 p.m. |
Created at: April 9, 2026, 9:40 p.m.