Triple
T9854832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weeds |
E239556
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Roberto Benabib
Roberto Benabib is a television writer and producer best known for his work on the dark comedy series "Weeds."
|
E824250
|
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: Roberto Benabib | Statement: [Weeds, executiveProducer, Roberto Benabib]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roberto Benabib Context triple: [Weeds, executiveProducer, Roberto Benabib]
-
A.
Giovanni Jona-Lasinio
Giovanni Jona-Lasinio is an Italian theoretical physicist renowned for co-developing the Nambu–Jona-Lasinio model, a foundational framework in quantum field theory and particle physics.
-
B.
Guido Crosetto
Guido Crosetto is an Italian politician and businessman, co-founder of the national-conservative party Brothers of Italy and a prominent figure on the Italian right.
-
C.
Gabriele Corcos
Gabriele Corcos is an Italian chef, television personality, and cookbook author best known for co-hosting the cooking show "Extra Virgin" with his wife, actress Debi Mazar.
-
D.
Rinaldo Melucci
Rinaldo Melucci is an Italian politician best known for serving as the mayor of the city of Taranto.
-
E.
Stefano Zamagni
Stefano Zamagni is an Italian economist and academic known for his work in civil economy and social ethics, who has held prominent roles in Vatican-related social science institutions.
- 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: Roberto Benabib Triple: [Weeds, executiveProducer, Roberto Benabib]
Generated description
Roberto Benabib is a television writer and producer best known for his work on the dark comedy series "Weeds."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roberto Benabib Target entity description: Roberto Benabib is a television writer and producer best known for his work on the dark comedy series "Weeds."
-
A.
Giovanni Jona-Lasinio
Giovanni Jona-Lasinio is an Italian theoretical physicist renowned for co-developing the Nambu–Jona-Lasinio model, a foundational framework in quantum field theory and particle physics.
-
B.
Guido Crosetto
Guido Crosetto is an Italian politician and businessman, co-founder of the national-conservative party Brothers of Italy and a prominent figure on the Italian right.
-
C.
Gabriele Corcos
Gabriele Corcos is an Italian chef, television personality, and cookbook author best known for co-hosting the cooking show "Extra Virgin" with his wife, actress Debi Mazar.
-
D.
Rinaldo Melucci
Rinaldo Melucci is an Italian politician best known for serving as the mayor of the city of Taranto.
-
E.
Stefano Zamagni
Stefano Zamagni is an Italian economist and academic known for his work in civil economy and social ethics, who has held prominent roles in Vatican-related social science institutions.
- 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_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3960fb481909c90d6d6cafc6222 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5f5b6148190bcccebd0aefb4bc9 |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d6917f0081908b2c82a826873faf |
completed | April 5, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d73452b48190ac3a0d6498a9a641 |
completed | April 5, 2026, 3:29 a.m. |
Created at: March 30, 2026, 8:34 p.m.