Triple
T6270782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McMillan |
E140527
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Andrew McMillan
Andrew McMillan is a software developer and open-source contributor known for his work on email and groupware technologies, particularly with the Kolab groupware server.
|
E595858
|
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: Andrew McMillan | Statement: [McMillan, usedBy, Andrew McMillan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew McMillan Context triple: [McMillan, usedBy, Andrew McMillan]
-
A.
Duncan Stewart
Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
-
B.
James McMillan
James McMillan is a relatively obscure individual about whom only limited public information is available, making it difficult to identify a specific notable role or achievement.
-
C.
Andrew Duncan
Andrew Duncan was a British industrialist and politician who served as the United Kingdom’s Minister of Supply during the Second World War.
-
D.
Stephen MacLean
Stephen MacLean was an Australian screenwriter and filmmaker best known for his work on music-infused films and television, including the cult musical comedy "Starstruck" (1982).
-
E.
Ian Callaghan
Ian Callaghan is a former English footballer best known for his long and record-breaking career with Liverpool FC, where he became the club’s all-time appearance holder and won numerous domestic and European titles.
- 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: Andrew McMillan Triple: [McMillan, usedBy, Andrew McMillan]
Generated description
Andrew McMillan is a software developer and open-source contributor known for his work on email and groupware technologies, particularly with the Kolab groupware server.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew McMillan Target entity description: Andrew McMillan is a software developer and open-source contributor known for his work on email and groupware technologies, particularly with the Kolab groupware server.
-
A.
Duncan Stewart
Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
-
B.
James McMillan
James McMillan is a relatively obscure individual about whom only limited public information is available, making it difficult to identify a specific notable role or achievement.
-
C.
Andrew Duncan
Andrew Duncan was a British industrialist and politician who served as the United Kingdom’s Minister of Supply during the Second World War.
-
D.
Stephen MacLean
Stephen MacLean was an Australian screenwriter and filmmaker best known for his work on music-infused films and television, including the cult musical comedy "Starstruck" (1982).
-
E.
Ian Callaghan
Ian Callaghan is a former English footballer best known for his long and record-breaking career with Liverpool FC, where he became the club’s all-time appearance holder and won numerous domestic and European titles.
- 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_69c008cabc4081909723e2547c9d6cc0 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063bb340c8190ab81b249cefa91ca |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6537daf648190b40329e2a5934c09 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6547e73c88190be36da6ace9cf345 |
completed | March 27, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c654d0c2948190a4d586071133d759 |
completed | March 27, 2026, 9:58 a.m. |
Created at: March 22, 2026, 4:25 p.m.