Triple
T7868596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gladys Knight & the Pips |
E182679
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
William Guest
William Guest was an American R&B singer best known as a longtime member of the legendary soul group Gladys Knight & the Pips.
|
E701409
|
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: William Guest | Statement: [Gladys Knight & the Pips, hasMember, William Guest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Guest Context triple: [Gladys Knight & the Pips, hasMember, William Guest]
-
A.
George Grant Elmslie
George Grant Elmslie was an influential American architect associated with the Prairie School movement, known for his richly ornamented designs and collaborations with Louis Sullivan.
-
B.
William Leishman
William Leishman was a British physician and pathologist best known for his work on tropical diseases, including the identification of the parasite causing leishmaniasis.
-
C.
Thomas Farnolls Pritchard
Thomas Farnolls Pritchard was an 18th-century English architect and engineer best known for conceiving the design of the world’s first major cast-iron bridge at Ironbridge Gorge.
-
D.
Edmund Greacen
Edmund Greacen was an American Impressionist painter and influential art educator who co-founded New York’s Grand Central School of Art.
-
E.
W. E. H. Berwick
W. E. H. Berwick was a British mathematician known for his work in number theory and for his contributions to the London Mathematical Society.
- 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: William Guest Triple: [Gladys Knight & the Pips, hasMember, William Guest]
Generated description
William Guest was an American R&B singer best known as a longtime member of the legendary soul group Gladys Knight & the Pips.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Guest Target entity description: William Guest was an American R&B singer best known as a longtime member of the legendary soul group Gladys Knight & the Pips.
-
A.
George Grant Elmslie
George Grant Elmslie was an influential American architect associated with the Prairie School movement, known for his richly ornamented designs and collaborations with Louis Sullivan.
-
B.
William Leishman
William Leishman was a British physician and pathologist best known for his work on tropical diseases, including the identification of the parasite causing leishmaniasis.
-
C.
Thomas Farnolls Pritchard
Thomas Farnolls Pritchard was an 18th-century English architect and engineer best known for conceiving the design of the world’s first major cast-iron bridge at Ironbridge Gorge.
-
D.
Edmund Greacen
Edmund Greacen was an American Impressionist painter and influential art educator who co-founded New York’s Grand Central School of Art.
-
E.
W. E. H. Berwick
W. E. H. Berwick was a British mathematician known for his work in number theory and for his contributions to the London Mathematical Society.
- 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_69ca82894d9081908a832bfce71a4714 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3847c7fc819098e32b6548943da7 |
completed | March 31, 2026, 2:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b60b3b08190832837bacb8ce965 |
completed | March 31, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_69cb7630b8908190a0b8f4856bceea0a |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbfb894588190971ade076acdbd5c |
completed | March 31, 2026, 12:36 p.m. |
Created at: March 30, 2026, 4:55 p.m.