Triple
T12648599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arroyo |
E302095
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
de Arroyo
De Arroyo is a Spanish-language surname variant typically associated with families originating from or living near a stream or ravine.
|
E995182
|
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: de Arroyo | Statement: [Arroyo, hasVariant, de Arroyo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: de Arroyo Context triple: [Arroyo, hasVariant, de Arroyo]
-
A.
Clinton Cerejo
Clinton Cerejo is an Indian music producer, composer, and vocalist known for his work in Bollywood film music and independent projects.
-
B.
Cruz Bustamante
Cruz Bustamante is an American Democratic politician who served as California’s first Latino lieutenant governor in over a century.
-
C.
de Cevallos
de Cevallos is a Spanish surname historically associated with notable figures in Spain and its former colonies.
-
D.
Maria Elena Aquino
Maria Elena Aquino is one of the daughters of the late Philippine President Corazon C. Aquino and Senator Benigno "Ninoy" Aquino Jr.
-
E.
Gil Arroyo
Gil Arroyo is a seasoned NYPD lieutenant and father figure to criminal profiler Malcolm Bright in the crime drama series "Prodigal Son."
- 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: de Arroyo Triple: [Arroyo, hasVariant, de Arroyo]
Generated description
De Arroyo is a Spanish-language surname variant typically associated with families originating from or living near a stream or ravine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: de Arroyo Target entity description: De Arroyo is a Spanish-language surname variant typically associated with families originating from or living near a stream or ravine.
-
A.
Clinton Cerejo
Clinton Cerejo is an Indian music producer, composer, and vocalist known for his work in Bollywood film music and independent projects.
-
B.
Cruz Bustamante
Cruz Bustamante is an American Democratic politician who served as California’s first Latino lieutenant governor in over a century.
-
C.
de Cevallos
de Cevallos is a Spanish surname historically associated with notable figures in Spain and its former colonies.
-
D.
Maria Elena Aquino
Maria Elena Aquino is one of the daughters of the late Philippine President Corazon C. Aquino and Senator Benigno "Ninoy" Aquino Jr.
-
E.
Gil Arroyo
Gil Arroyo is a seasoned NYPD lieutenant and father figure to criminal profiler Malcolm Bright in the crime drama series "Prodigal Son."
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9615cf6f48190bd0983cf7465ab15 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6687bbb408190b80da2d0310f82c5 |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f6695372688190b09a2bb2e58cb546 |
completed | May 2, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f669fbb9f88190b0f5cc5bb758d132 |
completed | May 2, 2026, 9:17 p.m. |
Created at: April 9, 2026, 5:17 p.m.