Triple
T17517254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP-IDF |
E426598
|
entity |
| Predicate | supportsDebuggingWith |
P105440
|
FINISHED |
| Object |
OpenOCD
OpenOCD (Open On-Chip Debugger) is an open-source tool that provides on-chip debugging, in-system programming, and boundary-scan testing for embedded target devices using JTAG and similar interfaces.
|
E1273148
|
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: OpenOCD | Statement: [ESP-IDF, supportsDebuggingWith, OpenOCD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenOCD Context triple: [ESP-IDF, supportsDebuggingWith, OpenOCD]
-
A.
OpenOCD for RISC-V
OpenOCD for RISC-V is a customized version of the Open On-Chip Debugger that provides hardware debugging, programming, and testing support for RISC-V processors and development boards.
-
B.
AVRDUDE
AVRDUDE is a command-line utility used to program and upload firmware to AVR microcontrollers and related devices.
-
C.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
D.
Atmel Studio (legacy)
Atmel Studio (legacy) is an older integrated development environment from Atmel/Microchip used for developing, debugging, and programming AVR and ARM-based microcontrollers.
-
E.
U-Boot
U-Boot is an open-source universal bootloader commonly used to initialize and load operating systems on embedded systems and single-board computers.
- 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: OpenOCD Triple: [ESP-IDF, supportsDebuggingWith, OpenOCD]
Generated description
OpenOCD (Open On-Chip Debugger) is an open-source tool that provides on-chip debugging, in-system programming, and boundary-scan testing for embedded target devices using JTAG and similar interfaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OpenOCD Target entity description: OpenOCD (Open On-Chip Debugger) is an open-source tool that provides on-chip debugging, in-system programming, and boundary-scan testing for embedded target devices using JTAG and similar interfaces.
-
A.
OpenOCD for RISC-V
OpenOCD for RISC-V is a customized version of the Open On-Chip Debugger that provides hardware debugging, programming, and testing support for RISC-V processors and development boards.
-
B.
AVRDUDE
AVRDUDE is a command-line utility used to program and upload firmware to AVR microcontrollers and related devices.
-
C.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
D.
Atmel Studio (legacy)
Atmel Studio (legacy) is an older integrated development environment from Atmel/Microchip used for developing, debugging, and programming AVR and ARM-based microcontrollers.
-
E.
U-Boot
U-Boot is an open-source universal bootloader commonly used to initialize and load operating systems on embedded systems and single-board computers.
- 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_69d889dd9164819087b1dc3c9240c870 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452615a8481909974e9855ea7a8e4 |
completed | April 19, 2026, 3:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c9408a188190b03fd6c83b743995 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01caa08fd08190bafa8e8acce9b0a5 |
completed | May 11, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cafa20a8819084aaa2f6d28e918d |
completed | May 11, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:49 a.m.