Triple
T23179466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shalamar |
E579112
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Gary Mumford
Gary Mumford is an American singer best known as an early member of the R&B and soul group Shalamar.
|
E1578250
|
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: Gary Mumford | Statement: [Shalamar, hasFormerMember, Gary Mumford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Mumford Context triple: [Shalamar, hasFormerMember, Gary Mumford]
-
A.
Greg Mumford
Greg Mumford is an archaeologist and academic known for his fieldwork in Egypt and the Near East and for being married to space archaeologist Sarah Parcak.
-
B.
Jerry Murrell
Jerry Murrell is an American entrepreneur best known for creating and expanding the Five Guys burger restaurant chain into a major fast-casual brand.
-
C.
Cary Murnion
Cary Murnion is a film director best known for co-directing genre-blending movies such as the horror-comedy "Cooties" and the action thriller "Bushwick."
-
D.
Bill Mountford
Bill Mountford was a New Zealand rugby league footballer known for playing alongside his brother Cecil Mountford in the mid-20th century.
-
E.
Sylvan Morris
Sylvan Morris is a Jamaican audio engineer known for his influential work on classic reggae and dub recordings at the legendary Studio One label.
- 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: Gary Mumford Triple: [Shalamar, hasFormerMember, Gary Mumford]
Generated description
Gary Mumford is an American singer best known as an early member of the R&B and soul group Shalamar.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Mumford Target entity description: Gary Mumford is an American singer best known as an early member of the R&B and soul group Shalamar.
-
A.
Greg Mumford
Greg Mumford is an archaeologist and academic known for his fieldwork in Egypt and the Near East and for being married to space archaeologist Sarah Parcak.
-
B.
Jerry Murrell
Jerry Murrell is an American entrepreneur best known for creating and expanding the Five Guys burger restaurant chain into a major fast-casual brand.
-
C.
Cary Murnion
Cary Murnion is a film director best known for co-directing genre-blending movies such as the horror-comedy "Cooties" and the action thriller "Bushwick."
-
D.
Bill Mountford
Bill Mountford was a New Zealand rugby league footballer known for playing alongside his brother Cecil Mountford in the mid-20th century.
-
E.
Sylvan Morris
Sylvan Morris is a Jamaican audio engineer known for his influential work on classic reggae and dub recordings at the legendary Studio One label.
- 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_69e245fd2a388190b814c0dfa15f7148 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18f6dad948190a64f80f2c9e8e4cb |
completed | April 29, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f4652c48190aa90bf5ed5f5fd0f |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c4161607881909644f9891472766b |
completed | May 19, 2026, 10:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c41d690a88190b794bacd1d23a823 |
completed | May 19, 2026, 10:56 a.m. |
Created at: April 17, 2026, 4:04 p.m.