Triple
T15367773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armchair Expert |
E367461
|
entity |
| Predicate | coHostedBy |
P5275
|
FINISHED |
| Object |
Monica Padman
Monica Padman is an American podcast producer, actor, and writer best known as Dax Shepard’s co-host and creative partner on the popular podcast "Armchair Expert."
|
E1153124
|
NE FINISHED |
How this triple was built (5 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: Monica Padman | Statement: [Armchair Expert, coHostedBy, Monica Padman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monica Padman Context triple: [Armchair Expert, coHostedBy, Monica Padman]
-
A.
Kajal Gupta
Kajal Gupta is an actress known for her work in Tollywood, the Bengali-language film industry based in Kolkata.
-
B.
Kavita Rao
Kavita Rao is a fictional geneticist in the X-Men universe known for developing a controversial "cure" for mutant powers.
-
C.
Bhumika Chawla
Bhumika Chawla is an Indian actress known for her work in Hindi, Telugu, and Tamil films, including notable roles in movies like "Tere Naam" and "Gandhi, My Father."
-
D.
Devi Parikh
Devi Parikh is a computer vision and AI researcher known for her work on visual question answering, human-AI collaboration, and interpretable machine learning.
-
E.
Madhavi Rao
Madhavi Rao is a central real-life figure in Helen Garner’s true-crime book "Joe Cinque’s Consolation," involved in the events surrounding the killing of Joe Cinque in Canberra in the 1990s.
- 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: Monica Padman Triple: [Armchair Expert, coHostedBy, Monica Padman]
Generated description
Monica Padman is an American podcast producer, actor, and writer best known as Dax Shepard’s co-host and creative partner on the popular podcast "Armchair Expert."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monica Padman Target entity description: Monica Padman is an American podcast producer, actor, and writer best known as Dax Shepard’s co-host and creative partner on the popular podcast "Armchair Expert."
-
A.
Kajal Gupta
Kajal Gupta is an actress known for her work in Tollywood, the Bengali-language film industry based in Kolkata.
-
B.
Kavita Rao
Kavita Rao is a fictional geneticist in the X-Men universe known for developing a controversial "cure" for mutant powers.
-
C.
Bhumika Chawla
Bhumika Chawla is an Indian actress known for her work in Hindi, Telugu, and Tamil films, including notable roles in movies like "Tere Naam" and "Gandhi, My Father."
-
D.
Devi Parikh
Devi Parikh is a computer vision and AI researcher known for her work on visual question answering, human-AI collaboration, and interpretable machine learning.
-
E.
Madhavi Rao
Madhavi Rao is a central real-life figure in Helen Garner’s true-crime book "Joe Cinque’s Consolation," involved in the events surrounding the killing of Joe Cinque in Canberra in the 1990s.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coHostedBy Context triple: [Armchair Expert, coHostedBy, Monica Padman]
-
A.
coHostOf
chosen
Indicates a relationship where two or more entities jointly host the same event, program, or activity together.
-
B.
formerCoHostOf
Indicates that one entity previously served as a co-host together with another entity, but no longer holds that co-hosting role.
-
C.
podcastHostOf
Indicates that one entity serves as the host of a particular podcast.
-
D.
hostedByTitle
Indicates that an event, program, or content is hosted by a person or entity identified specifically by their title rather than by name.
-
E.
hostedShow
Indicates that one entity served as the host or presenter of a particular show or program involving the other entity.
- F. None of above.
Provenance (6 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_69d85a1483788190ad93c2748e8af34b |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e4a7cdc8190b7b48c97e774c306 |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b4e968c8190a16824ee3ede13b2 |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0dc93af88190ae34fa3983aac820 |
completed | May 9, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0e467a148190871cb8a2dc660e06 |
completed | May 9, 2026, 10:36 a.m. |
| PD | Predicate disambiguation | batch_69deca9ab7e88190a9261ef27be665b1 |
completed | April 14, 2026, 11:15 p.m. |
Created at: April 10, 2026, 3:18 a.m.