Triple
T16278372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingstone |
E395196
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ben Livingstone
Ben Livingstone is an individual notable enough to be specifically cited as a bearer of the surname Livingstone.
|
E1204776
|
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: Ben Livingstone | Statement: [Livingstone, hasNotableBearer, Ben Livingstone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Livingstone Context triple: [Livingstone, hasNotableBearer, Ben Livingstone]
-
A.
Brad Livingstone
Brad Livingstone is an American educator and history teacher best known as the husband of Baylor University president Linda A. Livingstone.
-
B.
Russell Livingstone
Russell Livingstone is a film editor known for his work on the drama movie "Where the Day Takes You."
-
C.
John Longden
John Longden was a British actor best known for his leading roles in early sound films, including several directed by Alfred Hitchcock.
-
D.
Bruce Livingstone
Bruce Livingstone is a Canadian entrepreneur best known for creating iStockphoto, one of the first and most influential online microstock photography marketplaces.
-
E.
William Welsh
William Welsh was an early 20th-century American film actor known for his numerous roles in silent-era motion pictures.
- 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: Ben Livingstone Triple: [Livingstone, hasNotableBearer, Ben Livingstone]
Generated description
Ben Livingstone is an individual notable enough to be specifically cited as a bearer of the surname Livingstone.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Livingstone Target entity description: Ben Livingstone is an individual notable enough to be specifically cited as a bearer of the surname Livingstone.
-
A.
Brad Livingstone
Brad Livingstone is an American educator and history teacher best known as the husband of Baylor University president Linda A. Livingstone.
-
B.
Russell Livingstone
Russell Livingstone is a film editor known for his work on the drama movie "Where the Day Takes You."
-
C.
John Longden
John Longden was a British actor best known for his leading roles in early sound films, including several directed by Alfred Hitchcock.
-
D.
Bruce Livingstone
Bruce Livingstone is a Canadian entrepreneur best known for creating iStockphoto, one of the first and most influential online microstock photography marketplaces.
-
E.
William Welsh
William Welsh was an early 20th-century American film actor known for his numerous roles in silent-era motion pictures.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2460f73648190b5c931f2ba2a09da |
completed | April 17, 2026, 2:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c2b9688190b96d62d83a03f158 |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a00191957b8819083cf576e481c3429 |
completed | May 10, 2026, 5:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0019a24abc819083441f178323c646 |
completed | May 10, 2026, 5:37 a.m. |
Created at: April 10, 2026, 5:05 a.m.