Triple
T15884121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall family |
E385145
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Charles Marshall
Charles Marshall is a notable member of the Marshall family, recognized for his prominence and contributions associated with this lineage.
|
E1187233
|
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: Charles Marshall | Statement: [Marshall family, hasNotableMember, Charles Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Marshall Context triple: [Marshall family, hasNotableMember, Charles Marshall]
-
A.
William Ross
William Ross is an American composer, orchestrator, and conductor known for his work on numerous film scores and collaborations with major Hollywood productions.
-
B.
Charles Henry Marshall
Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
-
C.
John Marsh
John Marsh was the husband of American novelist Margaret Mitchell, best known for supporting her during the creation of "Gone with the Wind."
-
D.
Robert Woodlark
Robert Woodlark was a 15th-century English priest and academic who served as Provost of King’s College, Cambridge, and is best known for establishing St Catharine’s College at the University of Cambridge.
-
E.
Hugh Baird
Hugh Baird was a Scottish civil engineer best known for his major role in early 19th-century canal design and construction.
- 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: Charles Marshall Triple: [Marshall family, hasNotableMember, Charles Marshall]
Generated description
Charles Marshall is a notable member of the Marshall family, recognized for his prominence and contributions associated with this lineage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Marshall Target entity description: Charles Marshall is a notable member of the Marshall family, recognized for his prominence and contributions associated with this lineage.
-
A.
William Ross
William Ross is an American composer, orchestrator, and conductor known for his work on numerous film scores and collaborations with major Hollywood productions.
-
B.
Charles Henry Marshall
Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
-
C.
John Marsh
John Marsh was the husband of American novelist Margaret Mitchell, best known for supporting her during the creation of "Gone with the Wind."
-
D.
Robert Woodlark
Robert Woodlark was a 15th-century English priest and academic who served as Provost of King’s College, Cambridge, and is best known for establishing St Catharine’s College at the University of Cambridge.
-
E.
Hugh Baird
Hugh Baird was a Scottish civil engineer best known for his major role in early 19th-century canal design and construction.
- 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_69d86da4e86481909f1325fdc971b5ec |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156186b98819087b80ade6bd71a69 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3b8fe488190b9155100c647a948 |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc43fc54c8190a1e2931a3fa681f9 |
completed | May 9, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc4e14e1881909210a78426546e88 |
completed | May 9, 2026, 11:36 p.m. |
Created at: April 10, 2026, 4:51 a.m.