Triple
T4275976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP32 microcontrollers |
E97048
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
Espressif Systems
Espressif Systems is a Chinese semiconductor company best known for designing low-cost, Wi‑Fi and Bluetooth-enabled microcontroller chips widely used in IoT and embedded applications.
|
E426596
|
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: Espressif Systems | Statement: [ESP32 microcontrollers, manufacturer, Espressif Systems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Espressif Systems Context triple: [ESP32 microcontrollers, manufacturer, Espressif Systems]
-
A.
ESP32 microcontrollers
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
B.
Renesas Electronics
Renesas Electronics is a Japanese semiconductor manufacturer known for its microcontrollers, automotive chips, and embedded system solutions.
-
C.
Broadcom
Broadcom is a major global semiconductor and infrastructure software company known for its broad portfolio of chips and enterprise solutions used in networking, storage, broadband, and wireless communications.
-
D.
Infineon Technologies
Infineon Technologies is a leading German semiconductor manufacturer known for its automotive, power, and security electronics solutions.
-
E.
STMicroelectronics
STMicroelectronics is a major European semiconductor manufacturer known for producing a wide range of integrated circuits and electronic components for automotive, industrial, and consumer applications.
- 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: Espressif Systems Triple: [ESP32 microcontrollers, manufacturer, Espressif Systems]
Generated description
Espressif Systems is a Chinese semiconductor company best known for designing low-cost, Wi‑Fi and Bluetooth-enabled microcontroller chips widely used in IoT and embedded applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Espressif Systems Target entity description: Espressif Systems is a Chinese semiconductor company best known for designing low-cost, Wi‑Fi and Bluetooth-enabled microcontroller chips widely used in IoT and embedded applications.
-
A.
ESP32 microcontrollers
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
B.
Renesas Electronics
Renesas Electronics is a Japanese semiconductor manufacturer known for its microcontrollers, automotive chips, and embedded system solutions.
-
C.
Broadcom
Broadcom is a major global semiconductor and infrastructure software company known for its broad portfolio of chips and enterprise solutions used in networking, storage, broadband, and wireless communications.
-
D.
Infineon Technologies
Infineon Technologies is a leading German semiconductor manufacturer known for its automotive, power, and security electronics solutions.
-
E.
STMicroelectronics
STMicroelectronics is a major European semiconductor manufacturer known for producing a wide range of integrated circuits and electronic components for automotive, industrial, and consumer applications.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501d677481909e7416a1d2b0008c |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b3b52c8190ae7c05448faf5558 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.