Triple
T13609954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ross Geller |
E325161
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Emily Waltham
Emily Waltham is a British character on the TV sitcom "Friends," known for her brief marriage to Ross Geller and the dramatic failed wedding in London.
|
E1152662
|
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: Emily Waltham | Statement: [Ross Geller, spouse, Emily Waltham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emily Waltham Context triple: [Ross Geller, spouse, Emily Waltham]
-
A.
Beth Hurwood
Beth Hurwood is a central character in Tim Powers' fantasy novel "On Stranger Tides," known as the kidnapped daughter of a physician whose fate becomes entwined with pirates, voodoo, and dark magic in the Caribbean.
-
B.
Emma Walter
Emma Walter was the wife of famed Old West lawman, gambler, and sportswriter Bat Masterson.
-
C.
Carol Wetherly
Carol Wetherly is the protagonist of the 1983 post-apocalyptic drama film "Testament," a suburban mother struggling to protect her family after a nuclear attack.
-
D.
Emily Sargent
Emily Sargent was a British artist and watercolorist, best known for her landscapes and for being part of the culturally prominent Sargent family.
-
E.
Emily Sargent
Emily Sargent was the wife of 19th-century Anglican bishop and prominent public figure Samuel Wilberforce.
- 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: Emily Waltham Triple: [Ross Geller, spouse, Emily Waltham]
Generated description
Emily Waltham is a British character on the TV sitcom "Friends," known for her brief marriage to Ross Geller and the dramatic failed wedding in London.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emily Waltham Target entity description: Emily Waltham is a British character on the TV sitcom "Friends," known for her brief marriage to Ross Geller and the dramatic failed wedding in London.
-
A.
Beth Hurwood
Beth Hurwood is a central character in Tim Powers' fantasy novel "On Stranger Tides," known as the kidnapped daughter of a physician whose fate becomes entwined with pirates, voodoo, and dark magic in the Caribbean.
-
B.
Emma Walter
Emma Walter was the wife of famed Old West lawman, gambler, and sportswriter Bat Masterson.
-
C.
Carol Wetherly
Carol Wetherly is the protagonist of the 1983 post-apocalyptic drama film "Testament," a suburban mother struggling to protect her family after a nuclear attack.
-
D.
Emily Sargent
Emily Sargent was a British artist and watercolorist, best known for her landscapes and for being part of the culturally prominent Sargent family.
-
E.
Emily Sargent
Emily Sargent was the wife of 19th-century Anglican bishop and prominent public figure Samuel Wilberforce.
- 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_69d8076aae28819092cf636190ee5529 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb0aa9a1481908c6f92495aff86c6 |
completed | April 12, 2026, 2:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b2e59e88190b58fdf9d9643aef9 |
completed | May 9, 2026, 10:23 a.m. |
| NEDg | Description generation | batch_69ff0bb903f881909619cece7def68e4 |
completed | May 9, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0c81636c81909536e69b48c5c400 |
completed | May 9, 2026, 10:29 a.m. |
Created at: April 9, 2026, 9:50 p.m.