Triple
T7195523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title 47 of the United States Code |
E168603
|
entity |
| Predicate | subjectHeading |
P450
|
FINISHED |
| Object |
Telecommunications
Telecommunications is the transmission of information over distances using electronic or optical signals, encompassing services such as telephone, radio, television, and internet communications.
|
E545187
|
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: Telecommunications | Statement: [Title 47 of the United States Code, subjectHeading, Telecommunications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telecommunications Context triple: [Title 47 of the United States Code, subjectHeading, Telecommunications]
-
A.
Telecom
Telecom is a major New Zealand telecommunications company that has provided phone, mobile, and internet services nationwide and has been involved in prominent sports sponsorships.
-
B.
Communication Systems
Communication Systems is a major L3Harris Technologies division that develops advanced secure communications and networking solutions for defense, aerospace, and public safety applications.
-
C.
Mobile telecommunications
Mobile telecommunications is the technology and infrastructure that enable wireless voice, data, and multimedia communication over cellular networks for mobile devices.
-
D.
IT & Mobile Communications
IT & Mobile Communications is a major Samsung business division responsible for developing and marketing its smartphones, tablets, PCs, and related information technology products and services.
-
E.
Mobile Networks
Mobile Networks is a Nokia business segment focused on providing mobile telecommunications infrastructure, technologies, and services for wireless network operators.
- 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: Telecommunications Triple: [Title 47 of the United States Code, subjectHeading, Telecommunications]
Generated description
Telecommunications is the transmission of information over distances using electronic or optical signals, encompassing services such as telephone, radio, television, and internet communications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Telecommunications Target entity description: Telecommunications is the transmission of information over distances using electronic or optical signals, encompassing services such as telephone, radio, television, and internet communications.
-
A.
Telecom
Telecom is a major New Zealand telecommunications company that has provided phone, mobile, and internet services nationwide and has been involved in prominent sports sponsorships.
-
B.
Communication Systems
Communication Systems is a major L3Harris Technologies division that develops advanced secure communications and networking solutions for defense, aerospace, and public safety applications.
-
C.
Mobile telecommunications
chosen
Mobile telecommunications is the technology and infrastructure that enable wireless voice, data, and multimedia communication over cellular networks for mobile devices.
-
D.
IT & Mobile Communications
IT & Mobile Communications is a major Samsung business division responsible for developing and marketing its smartphones, tablets, PCs, and related information technology products and services.
-
E.
Mobile Networks
Mobile Networks is a Nokia business segment focused on providing mobile telecommunications infrastructure, technologies, and services for wireless network operators.
- 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_69c68a5376748190bb500f03df86e93e |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6e927709c81909edf6ee42fe7f833 |
completed | March 27, 2026, 8:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfa14e1c8190968b207bef0c96a9 |
completed | March 28, 2026, 11:46 a.m. |
| NEDg | Description generation | batch_69c7c0a8985c8190894b28c9b733a205 |
completed | March 28, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c1352f8881909c3a7d03a5f2a5b1 |
completed | March 28, 2026, 11:53 a.m. |
Created at: March 27, 2026, 2:51 p.m.