Triple
T7930901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nest Labs |
E184185
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object |
Nest Learning Thermostat
The Nest Learning Thermostat is a smart, Wi‑Fi–enabled thermostat that learns users’ schedules and preferences to automatically optimize home heating and cooling for comfort and energy savings.
|
E184185
|
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: Nest Learning Thermostat | Statement: [Nest Labs, product, Nest Learning Thermostat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nest Learning Thermostat Context triple: [Nest Labs, product, Nest Learning Thermostat]
-
A.
Ecobee thermostats
Ecobee thermostats are smart, Wi‑Fi–enabled climate control devices that optimize home heating and cooling through features like remote sensors, scheduling, and app-based management.
-
B.
Heatmiser
Heatmiser was an American alternative rock band from Portland, Oregon, best known as Elliott Smith’s pre-solo project and for its influential role in the 1990s indie rock scene.
-
C.
Nest Labs
Nest Labs is a home automation company best known for its smart thermostats, smoke detectors, and security cameras that helped popularize the modern smart home market.
-
D.
Nest Mini
Nest Mini is a compact, second-generation smart speaker by Google that offers voice-controlled access to the Google Assistant for music, smart home control, and information.
-
E.
Nest Audio
Nest Audio is a smart speaker by Google that offers high-quality sound and voice-controlled access to Google services and smart home features.
- 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: Nest Learning Thermostat Triple: [Nest Labs, product, Nest Learning Thermostat]
Generated description
The Nest Learning Thermostat is a smart, Wi‑Fi–enabled thermostat that learns users’ schedules and preferences to automatically optimize home heating and cooling for comfort and energy savings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nest Learning Thermostat Target entity description: The Nest Learning Thermostat is a smart, Wi‑Fi–enabled thermostat that learns users’ schedules and preferences to automatically optimize home heating and cooling for comfort and energy savings.
-
A.
Ecobee thermostats
Ecobee thermostats are smart, Wi‑Fi–enabled climate control devices that optimize home heating and cooling through features like remote sensors, scheduling, and app-based management.
-
B.
Heatmiser
Heatmiser was an American alternative rock band from Portland, Oregon, best known as Elliott Smith’s pre-solo project and for its influential role in the 1990s indie rock scene.
-
C.
Nest Labs
chosen
Nest Labs is a home automation company best known for its smart thermostats, smoke detectors, and security cameras that helped popularize the modern smart home market.
-
D.
Nest Mini
Nest Mini is a compact, second-generation smart speaker by Google that offers voice-controlled access to the Google Assistant for music, smart home control, and information.
-
E.
Nest Audio
Nest Audio is a smart speaker by Google that offers high-quality sound and voice-controlled access to Google services and smart home features.
- F. None of above.
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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3accc388819087065ebe7d5d9591 |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c01602081908ea1af24785260ff |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb5f22f89c8190a98208bf096a2427 |
completed | March 31, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76d2dff8819085ad9e10baad1537 |
completed | March 31, 2026, 7:25 a.m. |
Created at: March 30, 2026, 5:07 p.m.