Triple
T8611182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Easy Software Products |
E203916
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object |
ESP Print Pro
ESP Print Pro is a commercial printing software solution developed by Easy Software Products to provide advanced print management and workflow capabilities for businesses.
|
E745328
|
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: ESP Print Pro | Statement: [Easy Software Products, product, ESP Print Pro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESP Print Pro Context triple: [Easy Software Products, product, ESP Print Pro]
-
A.
ESP32-DevKitC
ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
-
B.
PlatformIO
PlatformIO is an open-source, cross-platform ecosystem and IDE extension for embedded development that streamlines building, debugging, and deploying firmware to a wide range of microcontrollers and boards.
-
C.
MakerBot
MakerBot is a pioneering American 3D printer manufacturer known for popularizing desktop 3D printing for consumers, educators, and professionals.
-
D.
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.
-
E.
Expedition PCB
Expedition PCB is a high-end printed circuit board design software suite from Mentor Graphics used for complex, high-performance electronic design and layout.
- 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: ESP Print Pro Triple: [Easy Software Products, product, ESP Print Pro]
Generated description
ESP Print Pro is a commercial printing software solution developed by Easy Software Products to provide advanced print management and workflow capabilities for businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESP Print Pro Target entity description: ESP Print Pro is a commercial printing software solution developed by Easy Software Products to provide advanced print management and workflow capabilities for businesses.
-
A.
ESP32-DevKitC
ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
-
B.
PlatformIO
PlatformIO is an open-source, cross-platform ecosystem and IDE extension for embedded development that streamlines building, debugging, and deploying firmware to a wide range of microcontrollers and boards.
-
C.
MakerBot
MakerBot is a pioneering American 3D printer manufacturer known for popularizing desktop 3D printing for consumers, educators, and professionals.
-
D.
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.
-
E.
Expedition PCB
Expedition PCB is a high-end printed circuit board design software suite from Mentor Graphics used for complex, high-performance electronic design and layout.
- 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_69ca832c23e4819095a9f3eea4a21828 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46fc31e08190aab5ab8f92f3315c |
completed | March 31, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea91456a88190a7416b0f1a0327d6 |
completed | April 2, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69cea9e685388190a4be9d2135dc02d0 |
completed | April 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaababe2c8190bc47430d33bfdbaa |
completed | April 2, 2026, 5:43 p.m. |
Created at: March 30, 2026, 6:25 p.m.