Triple
T3750047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Hepburn |
E81305
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Hepburn
Hepburn is a Scottish-origin surname best known for notable bearers such as actress Audrey Hepburn and actor Katharine Hepburn.
|
E179787
|
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: Hepburn | Statement: [Robert Hepburn, familyName, Hepburn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hepburn Context triple: [Robert Hepburn, familyName, Hepburn]
-
A.
Hepburn
Hepburn is a widely used system for transcribing Japanese sounds into the Latin alphabet, originally developed by American missionary James Curtis Hepburn.
-
B.
Marion Grant Hepburn
Marion Grant Hepburn was an American woman best known as one of the siblings of acclaimed actress Katharine Hepburn, belonging to the prominent Hepburn family.
-
C.
Katharine Hepburn
Katharine Hepburn was an iconic American actress renowned for her fiercely independent screen persona, sharp wit, and a record four Academy Awards for Best Actress during Hollywood’s Golden Age.
-
D.
Suellen O'Hara
Suellen O'Hara is Scarlett O'Hara’s vain and self-interested younger sister in Margaret Mitchell’s novel "Gone with the Wind."
-
E.
Julia Pfeiffer Burns
Julia Pfeiffer Burns was a respected early 20th-century rancher and pioneer on California’s Big Sur coast, remembered for her close ties to the land and local community.
- 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: Hepburn Triple: [Robert Hepburn, familyName, Hepburn]
Generated description
Hepburn is a Scottish-origin surname best known for notable bearers such as actress Audrey Hepburn and actor Katharine Hepburn.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hepburn Target entity description: Hepburn is a Scottish-origin surname best known for notable bearers such as actress Audrey Hepburn and actor Katharine Hepburn.
-
A.
Hepburn
chosen
Hepburn is a widely used system for transcribing Japanese sounds into the Latin alphabet, originally developed by American missionary James Curtis Hepburn.
-
B.
Marion Grant Hepburn
Marion Grant Hepburn was an American woman best known as one of the siblings of acclaimed actress Katharine Hepburn, belonging to the prominent Hepburn family.
-
C.
Katharine Hepburn
Katharine Hepburn was an iconic American actress renowned for her fiercely independent screen persona, sharp wit, and a record four Academy Awards for Best Actress during Hollywood’s Golden Age.
-
D.
Suellen O'Hara
Suellen O'Hara is Scarlett O'Hara’s vain and self-interested younger sister in Margaret Mitchell’s novel "Gone with the Wind."
-
E.
Julia Pfeiffer Burns
Julia Pfeiffer Burns was a respected early 20th-century rancher and pioneer on California’s Big Sur coast, remembered for her close ties to the land and local community.
- F. None of above.
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_69ad8b19b7b08190a6188804e99c53e9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb6d0ac4819092c9a41cc60f518d |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db31f964819087bab143f638754f |
completed | March 14, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_69b4dbbc23f08190a03ef4e4197398a4 |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dcac6fdc81908998415ffe1aabaa |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:35 p.m.