Triple
T23022974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khaling language |
E573216
|
entity |
| Predicate | subjectOfStudy |
P778
|
FINISHED |
| Object |
Nicholas Evans
Nicholas Evans is an Australian linguist renowned for his work on Indigenous and endangered languages, particularly in Australia and the Asia-Pacific region.
|
E1566394
|
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: Nicholas Evans | Statement: [Khaling language, subjectOfStudy, Nicholas Evans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicholas Evans Context triple: [Khaling language, subjectOfStudy, Nicholas Evans]
-
A.
Nicholas Evans
Nicholas Evans was a British author best known for his bestselling novel "The Horse Whisperer," which was adapted into a major film.
-
B.
Christopher Fowler
Christopher Fowler was a British author best known for his Bryant & May mystery novels and his work in horror and dark fantasy fiction.
-
C.
Laurence Gardner
Laurence Gardner was a British author and lecturer known for his controversial books on alternative history, secret societies, and speculative theories about royal bloodlines and religious history.
-
D.
Nicholas Ferguson
Nicholas Ferguson is a British businessman and private equity executive best known as the founding figure behind the global investment firm Permira.
-
E.
Michael Connolly
Michael Connolly is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
- 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: Nicholas Evans Triple: [Khaling language, subjectOfStudy, Nicholas Evans]
Generated description
Nicholas Evans is an Australian linguist renowned for his work on Indigenous and endangered languages, particularly in Australia and the Asia-Pacific region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicholas Evans Target entity description: Nicholas Evans is an Australian linguist renowned for his work on Indigenous and endangered languages, particularly in Australia and the Asia-Pacific region.
-
A.
Nicholas Evans
Nicholas Evans was a British author best known for his bestselling novel "The Horse Whisperer," which was adapted into a major film.
-
B.
Christopher Fowler
Christopher Fowler was a British author best known for his Bryant & May mystery novels and his work in horror and dark fantasy fiction.
-
C.
Laurence Gardner
Laurence Gardner was a British author and lecturer known for his controversial books on alternative history, secret societies, and speculative theories about royal bloodlines and religious history.
-
D.
Nicholas Ferguson
Nicholas Ferguson is a British businessman and private equity executive best known as the founding figure behind the global investment firm Permira.
-
E.
Michael Connolly
Michael Connolly is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
- 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_69e245b821008190b0e09cb02092aae1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183ea23088190b2f42d9bf01514ac |
completed | April 29, 2026, 4:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bf2afe2788190844de1fc670d661b |
completed | May 19, 2026, 5:18 a.m. |
| NEDg | Description generation | batch_6a0bfa3b17c88190b5f2d6386f157f72 |
completed | May 19, 2026, 5:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bfad6a38c8190a77f93dcaab644b7 |
completed | May 19, 2026, 5:53 a.m. |
Created at: April 17, 2026, 3:52 p.m.