Triple
T21994221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Made for Love |
E543162
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Dean Bakopoulos
Dean Bakopoulos is an American novelist, screenwriter, and television writer known for his literary fiction and work on the HBO Max series "Made for Love."
|
E1512583
|
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: Dean Bakopoulos | Statement: [Made for Love, creator, Dean Bakopoulos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dean Bakopoulos Context triple: [Made for Love, creator, Dean Bakopoulos]
-
A.
Andrew Vassiliadis
Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
-
B.
John Iliopoulos
John Iliopoulos is a Greek theoretical physicist renowned for his contributions to particle physics, including co-formulating the Glashow–Iliopoulos–Maiani (GIM) mechanism that helped establish the existence of the charm quark.
-
C.
Dino Stamatopoulos
Dino Stamatopoulos is an American writer, producer, and actor best known for his work in television comedy and animation, including creating the dark stop-motion series Moral Orel and appearing as Star-Burns on Community.
-
D.
John Kapelos
John Kapelos is a Canadian character actor best known for his roles in films like The Breakfast Club and numerous television series.
-
E.
Ike Grigoropoulos
Ike Grigoropoulos is a restaurateur and co-founder of Cava, a popular fast-casual Mediterranean restaurant chain.
- 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: Dean Bakopoulos Triple: [Made for Love, creator, Dean Bakopoulos]
Generated description
Dean Bakopoulos is an American novelist, screenwriter, and television writer known for his literary fiction and work on the HBO Max series "Made for Love."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dean Bakopoulos Target entity description: Dean Bakopoulos is an American novelist, screenwriter, and television writer known for his literary fiction and work on the HBO Max series "Made for Love."
-
A.
Andrew Vassiliadis
Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
-
B.
John Iliopoulos
John Iliopoulos is a Greek theoretical physicist renowned for his contributions to particle physics, including co-formulating the Glashow–Iliopoulos–Maiani (GIM) mechanism that helped establish the existence of the charm quark.
-
C.
Dino Stamatopoulos
Dino Stamatopoulos is an American writer, producer, and actor best known for his work in television comedy and animation, including creating the dark stop-motion series Moral Orel and appearing as Star-Burns on Community.
-
D.
John Kapelos
John Kapelos is a Canadian character actor best known for his roles in films like The Breakfast Club and numerous television series.
-
E.
Ike Grigoropoulos
Ike Grigoropoulos is a restaurateur and co-founder of Cava, a popular fast-casual Mediterranean restaurant chain.
- 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_69e11e2c814c8190837d072789000486 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127639bf48190800b3fa3c1527983 |
completed | April 28, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a6d85f104819088dba8d0bf347fbe |
completed | May 18, 2026, 1:38 a.m. |
| NEDg | Description generation | batch_6a0a6e556f3c8190927d1c0cba23463c |
completed | May 18, 2026, 1:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a6f3de2e88190824c9cc266c7ee8c |
completed | May 18, 2026, 1:45 a.m. |
Created at: April 16, 2026, 8:17 p.m.