Triple
T2600871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nokia X |
E58338
|
entity |
| Predicate | preinstalledServices |
P8873
|
FINISHED |
| Object |
Nokia HERE Maps
Nokia HERE Maps is a mapping and navigation service offering offline maps, turn-by-turn directions, and location-based features across multiple devices and platforms.
|
E282150
|
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: Nokia HERE Maps | Statement: [Nokia X, preinstalledServices, Nokia HERE Maps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nokia HERE Maps Context triple: [Nokia X, preinstalledServices, Nokia HERE Maps]
-
A.
Google Maps
Google Maps is a web-based mapping and navigation service by Google that provides detailed maps, real-time GPS navigation, traffic conditions, and location search worldwide.
-
B.
Bing Maps
Bing Maps is Microsoft's web-based mapping and navigation service offering road maps, aerial imagery, directions, and location-based search.
-
C.
Apple Maps
Apple Maps is Apple's proprietary mapping and navigation service that provides turn-by-turn directions, real-time traffic data, and location search across Apple devices.
-
D.
Maps Platform Mobile SDKs
Maps Platform Mobile SDKs are Google’s software development kits that enable developers to integrate interactive maps, location services, and related geospatial features into mobile applications on platforms like Android and iOS.
-
E.
Waze
Waze is a community-driven GPS navigation app that provides real-time traffic updates, route guidance, and incident reports from its users.
- 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: Nokia HERE Maps Triple: [Nokia X, preinstalledServices, Nokia HERE Maps]
Generated description
Nokia HERE Maps is a mapping and navigation service offering offline maps, turn-by-turn directions, and location-based features across multiple devices and platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nokia HERE Maps Target entity description: Nokia HERE Maps is a mapping and navigation service offering offline maps, turn-by-turn directions, and location-based features across multiple devices and platforms.
-
A.
Google Maps
Google Maps is a web-based mapping and navigation service by Google that provides detailed maps, real-time GPS navigation, traffic conditions, and location search worldwide.
-
B.
Bing Maps
Bing Maps is Microsoft's web-based mapping and navigation service offering road maps, aerial imagery, directions, and location-based search.
-
C.
Apple Maps
Apple Maps is Apple's proprietary mapping and navigation service that provides turn-by-turn directions, real-time traffic data, and location search across Apple devices.
-
D.
Maps Platform Mobile SDKs
Maps Platform Mobile SDKs are Google’s software development kits that enable developers to integrate interactive maps, location services, and related geospatial features into mobile applications on platforms like Android and iOS.
-
E.
Waze
Waze is a community-driven GPS navigation app that provides real-time traffic updates, route guidance, and incident reports from its users.
- 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd83299708190993b79daaffcc9a1 |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83d37de081909467f8caa17ce3a9 |
completed | March 10, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69af8501adc4819092035d7e55524fc8 |
completed | March 10, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af85a6060c8190a80d5633d1b8a9d5 |
completed | March 10, 2026, 2:44 a.m. |
Created at: March 6, 2026, 9:49 p.m.