Triple
T16278364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingstone |
E395196
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
MacLea
MacLea is a Scottish surname closely associated with the clan name Livingstone and its historical variants.
|
E1204774
|
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: MacLea | Statement: [Livingstone, hasVariant, MacLea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MacLea Context triple: [Livingstone, hasVariant, MacLea]
-
A.
MacLeod
MacLeod is a Scottish surname historically associated with the Highlands and the Isle of Skye, borne by various notable figures in politics, arts, and public life.
-
B.
MacLachlin
MacLachlin is a Scottish surname associated as a sept with Clan MacLachlan of the Scottish Highlands.
-
C.
MacRae
MacRae is a Scottish surname associated with various notable individuals in fields such as entertainment, sports, and public life.
-
D.
MacClure
MacClure is a surname, a spelling variant of McClure, borne by various individuals of Scottish and Irish origin.
-
E.
MacMurrie
MacMurrie is a surname variant of Murray, a Scottish family name with Gaelic origins.
- 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: MacLea Triple: [Livingstone, hasVariant, MacLea]
Generated description
MacLea is a Scottish surname closely associated with the clan name Livingstone and its historical variants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MacLea Target entity description: MacLea is a Scottish surname closely associated with the clan name Livingstone and its historical variants.
-
A.
MacLeod
MacLeod is a Scottish surname historically associated with the Highlands and the Isle of Skye, borne by various notable figures in politics, arts, and public life.
-
B.
MacLachlin
MacLachlin is a Scottish surname associated as a sept with Clan MacLachlan of the Scottish Highlands.
-
C.
MacRae
MacRae is a Scottish surname associated with various notable individuals in fields such as entertainment, sports, and public life.
-
D.
MacClure
MacClure is a surname, a spelling variant of McClure, borne by various individuals of Scottish and Irish origin.
-
E.
MacMurrie
MacMurrie is a surname variant of Murray, a Scottish family name with Gaelic origins.
- 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.