Triple
T16326116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Avery |
E396422
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Robert Gordon Hunt
Robert Gordon Hunt is known as the husband of American actress and singer Margaret Avery.
|
E1232282
|
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: Robert Gordon Hunt | Statement: [Margaret Avery, spouse, Robert Gordon Hunt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Gordon Hunt Context triple: [Margaret Avery, spouse, Robert Gordon Hunt]
-
A.
George Hunt
George Hunt was an ethnologist and linguist best known for his extensive documentation of Kwakwaka'wakw culture and the Kwakʼwala language in collaboration with anthropologist Franz Boas.
-
B.
Arthur Surridge Hunt
Arthur Surridge Hunt was a British papyrologist and archaeologist renowned for co-discovering and publishing the Oxyrhynchus Papyri, one of the most important collections of ancient manuscripts ever found.
-
C.
Robert Hodges
Robert Hodges is a personal name shared by multiple individuals, and without additional context it most commonly refers to various professionals or public figures rather than a single widely recognized person.
-
D.
Robert Hodgen
Robert Hodgen was an early settler and landowner in central Kentucky whose name was given to the town of Hodgenville.
-
E.
Edward Pritchard Gee
Edward Pritchard Gee was a British naturalist and tea planter in India and Bhutan known for his wildlife surveys and conservation work, particularly in relation to primates such as the golden langur.
- 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: Robert Gordon Hunt Triple: [Margaret Avery, spouse, Robert Gordon Hunt]
Generated description
Robert Gordon Hunt is known as the husband of American actress and singer Margaret Avery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Gordon Hunt Target entity description: Robert Gordon Hunt is known as the husband of American actress and singer Margaret Avery.
-
A.
George Hunt
George Hunt was an ethnologist and linguist best known for his extensive documentation of Kwakwaka'wakw culture and the Kwakʼwala language in collaboration with anthropologist Franz Boas.
-
B.
Arthur Surridge Hunt
Arthur Surridge Hunt was a British papyrologist and archaeologist renowned for co-discovering and publishing the Oxyrhynchus Papyri, one of the most important collections of ancient manuscripts ever found.
-
C.
Robert Hodges
Robert Hodges is a personal name shared by multiple individuals, and without additional context it most commonly refers to various professionals or public figures rather than a single widely recognized person.
-
D.
Robert Hodgen
Robert Hodgen was an early settler and landowner in central Kentucky whose name was given to the town of Hodgenville.
-
E.
Edward Pritchard Gee
Edward Pritchard Gee was a British naturalist and tea planter in India and Bhutan known for his wildlife surveys and conservation work, particularly in relation to primates such as the golden langur.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e296bab8b48190b373b4efbd6f0d8c |
completed | April 17, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a5047a7c8190bac0ac9888547d16 |
completed | May 10, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a00a685753881908c3fef10823ce569 |
completed | May 10, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00a7174f5c8190891ddd180c50aee3 |
completed | May 10, 2026, 3:41 p.m. |
Created at: April 10, 2026, 5:06 a.m.