Triple
T16278375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingstone |
E395196
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Marco Livingstone
Marco Livingstone is a British art historian, curator, and writer best known for his authoritative work on Pop Art and contemporary painting.
|
E1204778
|
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: Marco Livingstone | Statement: [Livingstone, hasNotableBearer, Marco Livingstone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marco Livingstone Context triple: [Livingstone, hasNotableBearer, Marco Livingstone]
-
A.
Michael Balfour
Michael Balfour was a British character actor known for his numerous supporting roles in film and television from the 1940s through the 1980s.
-
B.
Bruce Livingstone
Bruce Livingstone is a Canadian entrepreneur best known for creating iStockphoto, one of the first and most influential online microstock photography marketplaces.
-
C.
George Murchison
George Murchison is a wealthy, educated suitor of Beneatha Younger in Lorraine Hansberry’s play "A Raisin in the Sun," representing assimilationist values and middle-class Black respectability.
-
D.
Brad Livingstone
Brad Livingstone is an American educator and history teacher best known as the husband of Baylor University president Linda A. Livingstone.
-
E.
Peregrine Maitland
Peregrine Maitland was a British army officer and colonial administrator who served in several key imperial posts in the early 19th century.
- 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: Marco Livingstone Triple: [Livingstone, hasNotableBearer, Marco Livingstone]
Generated description
Marco Livingstone is a British art historian, curator, and writer best known for his authoritative work on Pop Art and contemporary painting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marco Livingstone Target entity description: Marco Livingstone is a British art historian, curator, and writer best known for his authoritative work on Pop Art and contemporary painting.
-
A.
Michael Balfour
Michael Balfour was a British character actor known for his numerous supporting roles in film and television from the 1940s through the 1980s.
-
B.
Bruce Livingstone
Bruce Livingstone is a Canadian entrepreneur best known for creating iStockphoto, one of the first and most influential online microstock photography marketplaces.
-
C.
George Murchison
George Murchison is a wealthy, educated suitor of Beneatha Younger in Lorraine Hansberry’s play "A Raisin in the Sun," representing assimilationist values and middle-class Black respectability.
-
D.
Brad Livingstone
Brad Livingstone is an American educator and history teacher best known as the husband of Baylor University president Linda A. Livingstone.
-
E.
Peregrine Maitland
Peregrine Maitland was a British army officer and colonial administrator who served in several key imperial posts in the early 19th century.
- 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.