Triple
T2188269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siemens |
E49800
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Smart Infrastructure
Smart Infrastructure is a Siemens business division focused on integrating intelligent building technologies, energy systems, and digital solutions to create efficient, sustainable infrastructure.
|
E242281
|
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: Smart Infrastructure | Statement: [Siemens, hasDivision, Smart Infrastructure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Smart Infrastructure Context triple: [Siemens, hasDivision, Smart Infrastructure]
-
A.
Smart Cities Mission
Smart Cities Mission is an Indian government initiative aimed at promoting sustainable and citizen-friendly urban development through technology-driven infrastructure and services in selected cities.
-
B.
Office of Infrastructure
The Office of Infrastructure is a division within the Federal Highway Administration responsible for overseeing the planning, design, construction, and preservation of the nation’s highway infrastructure.
-
C.
Infrastructure Window
Infrastructure Window is a financing division of the SAARC Development Fund that supports regional infrastructure projects across South Asian member countries.
-
D.
Smart Border Coalition
Smart Border Coalition is a binational public–private partnership that works to improve efficiency, security, and economic integration at the San Diego–Tijuana border region.
-
E.
EIT Urban Mobility
EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
- 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: Smart Infrastructure Triple: [Siemens, hasDivision, Smart Infrastructure]
Generated description
Smart Infrastructure is a Siemens business division focused on integrating intelligent building technologies, energy systems, and digital solutions to create efficient, sustainable infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Smart Infrastructure Target entity description: Smart Infrastructure is a Siemens business division focused on integrating intelligent building technologies, energy systems, and digital solutions to create efficient, sustainable infrastructure.
-
A.
Smart Cities Mission
Smart Cities Mission is an Indian government initiative aimed at promoting sustainable and citizen-friendly urban development through technology-driven infrastructure and services in selected cities.
-
B.
Office of Infrastructure
The Office of Infrastructure is a division within the Federal Highway Administration responsible for overseeing the planning, design, construction, and preservation of the nation’s highway infrastructure.
-
C.
Infrastructure Window
Infrastructure Window is a financing division of the SAARC Development Fund that supports regional infrastructure projects across South Asian member countries.
-
D.
Smart Border Coalition
Smart Border Coalition is a binational public–private partnership that works to improve efficiency, security, and economic integration at the San Diego–Tijuana border region.
-
E.
EIT Urban Mobility
EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
- 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_69a88aaba3c48190b351cab9b26989ff |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf373c608190b7716c137b3e9fe9 |
completed | March 7, 2026, 6:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5dada268819082ddc4acd58e19f3 |
completed | March 9, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69ae5e5fe37c8190bcf73200d32f5faa |
completed | March 9, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ed1e3208190b46d5e8361c2a5f6 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:45 p.m.