Triple
T3877611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linda A. Livingstone |
E92540
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Livingstone
Livingstone is a Scottish-origin surname borne by various notable individuals across fields such as politics, exploration, academia, and the arts.
|
E395196
|
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: Livingstone | Statement: [Linda A. Livingstone, familyName, Livingstone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingstone Context triple: [Linda A. Livingstone, familyName, Livingstone]
-
A.
Livingstone
Livingstone is a historic town in southern Zambia that serves as a major gateway for tourists visiting Victoria Falls and the surrounding Zambezi River region.
-
B.
Livingstone Etse Satekla
Livingstone Etse Satekla, better known by his stage name Stonebwoy, is a prominent Ghanaian Afropop, dancehall, and reggae musician.
-
C.
Kumba
Kumba is a renowned steel roller coaster at Busch Gardens Tampa Bay, famous for its intense inversions and smooth, high-speed layout.
-
D.
Anne Speke
Anne Speke was an 18th-century British aristocrat best known as the wife of Prime Minister Lord North and a member of the influential Speke family.
-
E.
Madikizela
Madikizela is the maiden surname of South African anti-apartheid activist and politician Winnie Madikizela-Mandela.
- 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: Livingstone Triple: [Linda A. Livingstone, familyName, Livingstone]
Generated description
Livingstone is a Scottish-origin surname borne by various notable individuals across fields such as politics, exploration, academia, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livingstone Target entity description: Livingstone is a Scottish-origin surname borne by various notable individuals across fields such as politics, exploration, academia, and the arts.
-
A.
Livingstone
Livingstone is a historic town in southern Zambia that serves as a major gateway for tourists visiting Victoria Falls and the surrounding Zambezi River region.
-
B.
Livingstone Etse Satekla
Livingstone Etse Satekla, better known by his stage name Stonebwoy, is a prominent Ghanaian Afropop, dancehall, and reggae musician.
-
C.
Kumba
Kumba is a renowned steel roller coaster at Busch Gardens Tampa Bay, famous for its intense inversions and smooth, high-speed layout.
-
D.
Anne Speke
Anne Speke was an 18th-century British aristocrat best known as the wife of Prime Minister Lord North and a member of the influential Speke family.
-
E.
Madikizela
Madikizela is the maiden surname of South African anti-apartheid activist and politician Winnie Madikizela-Mandela.
- 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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec72fa7c81909c73b3cf90597e9a |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51251609c81909e19132475eb612d |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b512d3e4ac8190834746b5b1a15fc4 |
completed | March 14, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51339ee948190a7c9ab3c5eb106da |
completed | March 14, 2026, 7:50 a.m. |
Created at: March 9, 2026, 3:20 p.m.