Triple
T21502407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greg Behrendt |
E530508
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Amiira Ruotola-Behrendt
Amiira Ruotola-Behrendt is an American writer and relationship expert best known for co-authoring advice books with comedian and author Greg Behrendt.
|
E1488383
|
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: Amiira Ruotola-Behrendt | Statement: [Greg Behrendt, coAuthorWith, Amiira Ruotola-Behrendt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amiira Ruotola-Behrendt Context triple: [Greg Behrendt, coAuthorWith, Amiira Ruotola-Behrendt]
-
A.
Saara Aalto
Saara Aalto is a Finnish singer, songwriter, and voice actress best known internationally for her appearances on The X Factor UK and the Eurovision Song Contest.
-
B.
Maaria Wirkkala
Maaria Wirkkala is a Finnish contemporary artist known for her conceptual and spatial installations, often exploring themes of perception, space, and materiality.
-
C.
Aulikki Olsen
Aulikki Olsen is known as the wife of American engineer and Digital Equipment Corporation co-founder Ken Olsen.
-
D.
Sanna Nielsen
Sanna Nielsen is a Swedish pop singer and television presenter best known for her successful music career and for hosting popular entertainment programs in Sweden.
-
E.
Erica Rivinoja
Erica Rivinoja is an American screenwriter and producer known for her work on animated and comedy projects, including films like the 2019 adaptation of The Addams Family and television series such as South Park.
- 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: Amiira Ruotola-Behrendt Triple: [Greg Behrendt, coAuthorWith, Amiira Ruotola-Behrendt]
Generated description
Amiira Ruotola-Behrendt is an American writer and relationship expert best known for co-authoring advice books with comedian and author Greg Behrendt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amiira Ruotola-Behrendt Target entity description: Amiira Ruotola-Behrendt is an American writer and relationship expert best known for co-authoring advice books with comedian and author Greg Behrendt.
-
A.
Saara Aalto
Saara Aalto is a Finnish singer, songwriter, and voice actress best known internationally for her appearances on The X Factor UK and the Eurovision Song Contest.
-
B.
Maaria Wirkkala
Maaria Wirkkala is a Finnish contemporary artist known for her conceptual and spatial installations, often exploring themes of perception, space, and materiality.
-
C.
Aulikki Olsen
Aulikki Olsen is known as the wife of American engineer and Digital Equipment Corporation co-founder Ken Olsen.
-
D.
Sanna Nielsen
Sanna Nielsen is a Swedish pop singer and television presenter best known for her successful music career and for hosting popular entertainment programs in Sweden.
-
E.
Erica Rivinoja
Erica Rivinoja is an American screenwriter and producer known for her work on animated and comedy projects, including films like the 2019 adaptation of The Addams Family and television series such as South Park.
- 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_69e0c45bd15481909fba5910765cdda2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea5d209881908754eb07a47e478a |
completed | April 23, 2026, 9:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09e13f716881909ec0aeebf9932fca |
completed | May 17, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a09e55c71f88190b46b6652d29bc02b |
completed | May 17, 2026, 3:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09e5bd9be0819084db29a639f117fc |
completed | May 17, 2026, 3:58 p.m. |
Created at: April 16, 2026, 6:24 p.m.