Triple
T7619184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freeman Fox & Partners |
E172443
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Sir Gilbert Roberts
Sir Gilbert Roberts was a prominent British civil engineer renowned for designing major long-span bridges in the mid-20th century.
|
E677421
|
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: Sir Gilbert Roberts | Statement: [Freeman Fox & Partners, hasKeyPerson, Sir Gilbert Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sir Gilbert Roberts Context triple: [Freeman Fox & Partners, hasKeyPerson, Sir Gilbert Roberts]
-
A.
Sir Basil Embry
Sir Basil Embry was a distinguished Royal Air Force commander and World War II air ace known for his daring leadership and later senior roles in the RAF.
-
B.
Sir Hugh Evans
Sir Hugh Evans is a comically pedantic Welsh parson in Shakespeare’s *The Merry Wives of Windsor*, known for his distinctive accent and meddling in the play’s romantic intrigues.
-
C.
William Venn Gough
William Venn Gough was a British architect active in the late 19th and early 20th centuries, known for his work on prominent public and commemorative buildings.
-
D.
Cecil Leigh-Mallory
Cecil Leigh-Mallory was a British individual known primarily through historical records that reference him in connection with the Leigh-Mallory family name.
-
E.
Sir George Warrender
Sir George Warrender was a 19th-century British politician and naval administrator who served in several government posts, including senior roles connected with the Royal Navy.
- 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: Sir Gilbert Roberts Triple: [Freeman Fox & Partners, hasKeyPerson, Sir Gilbert Roberts]
Generated description
Sir Gilbert Roberts was a prominent British civil engineer renowned for designing major long-span bridges in the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sir Gilbert Roberts Target entity description: Sir Gilbert Roberts was a prominent British civil engineer renowned for designing major long-span bridges in the mid-20th century.
-
A.
Sir Basil Embry
Sir Basil Embry was a distinguished Royal Air Force commander and World War II air ace known for his daring leadership and later senior roles in the RAF.
-
B.
Sir Hugh Evans
Sir Hugh Evans is a comically pedantic Welsh parson in Shakespeare’s *The Merry Wives of Windsor*, known for his distinctive accent and meddling in the play’s romantic intrigues.
-
C.
William Venn Gough
William Venn Gough was a British architect active in the late 19th and early 20th centuries, known for his work on prominent public and commemorative buildings.
-
D.
Cecil Leigh-Mallory
Cecil Leigh-Mallory was a British individual known primarily through historical records that reference him in connection with the Leigh-Mallory family name.
-
E.
Sir George Warrender
Sir George Warrender was a 19th-century British politician and naval administrator who served in several government posts, including senior roles connected with the Royal Navy.
- 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_69c699506b308190826894dab1d9ea86 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa6148a88190be5150313fe23e7b |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8709b93c881909dd4c8a7669279db |
completed | March 29, 2026, 12:21 a.m. |
| NEDg | Description generation | batch_69c87161de408190a21ed38c126a4b56 |
completed | March 29, 2026, 12:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c871e555c4819089df52fefe38ed7b |
completed | March 29, 2026, 12:27 a.m. |
Created at: March 27, 2026, 3:55 p.m.