Triple
T22724030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Curtis James Jackson III |
E561942
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Ayo Technology
"Ayo Technology" is a 2007 hip hop and R&B single by 50 Cent featuring Justin Timberlake and Timbaland, known for its futuristic production and themes of digital-age lust.
|
E1550716
|
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: Ayo Technology | Statement: [Curtis James Jackson III, notableSong, Ayo Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayo Technology Context triple: [Curtis James Jackson III, notableSong, Ayo Technology]
-
A.
Asiatech
Asiatech was a short-lived Formula One engine manufacturer that supplied customer engines in the early 2000s after acquiring Peugeot’s F1 engine program.
-
B.
Argotec
Argotec is an Italian aerospace engineering company specializing in the design and development of small satellites and space systems for scientific and commercial missions.
-
C.
A-EON Technology Ltd
A-EON Technology Ltd is a company known for developing and marketing modern PowerPC-based hardware and related products for the AmigaOS computing community.
-
D.
Appin Group
The Appin Group is a sequence of metamorphosed sedimentary rocks in the Scottish Highlands, notable as a key component of the Neoproterozoic stratigraphy of the Dalradian.
-
E.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
- 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: Ayo Technology Triple: [Curtis James Jackson III, notableSong, Ayo Technology]
Generated description
"Ayo Technology" is a 2007 hip hop and R&B single by 50 Cent featuring Justin Timberlake and Timbaland, known for its futuristic production and themes of digital-age lust.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayo Technology Target entity description: "Ayo Technology" is a 2007 hip hop and R&B single by 50 Cent featuring Justin Timberlake and Timbaland, known for its futuristic production and themes of digital-age lust.
-
A.
Asiatech
Asiatech was a short-lived Formula One engine manufacturer that supplied customer engines in the early 2000s after acquiring Peugeot’s F1 engine program.
-
B.
Argotec
Argotec is an Italian aerospace engineering company specializing in the design and development of small satellites and space systems for scientific and commercial missions.
-
C.
A-EON Technology Ltd
A-EON Technology Ltd is a company known for developing and marketing modern PowerPC-based hardware and related products for the AmigaOS computing community.
-
D.
Appin Group
The Appin Group is a sequence of metamorphosed sedimentary rocks in the Scottish Highlands, notable as a key component of the Neoproterozoic stratigraphy of the Dalradian.
-
E.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
- 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_69e2454fc984819088213b58ee87a002 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17927e0348190a4dba430563ef155 |
completed | April 29, 2026, 3:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b7ee34d6c8190b731cd64b3acd6f1 |
completed | May 18, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_6a0b7f4f748481909f87c6fb2a5aa913 |
completed | May 18, 2026, 9:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b7faf97fc8190b978f223db313541 |
completed | May 18, 2026, 9:07 p.m. |
Created at: April 17, 2026, 3:20 p.m.