Triple
T6042243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Time Division Multiple Access |
E134574
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
IS-136
IS-136 is a second-generation (2G) digital cellular standard for North American mobile networks that uses time-division multiplexing to support multiple voice channels on the same radio frequency.
|
E565181
|
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: IS-136 | Statement: [Time Division Multiple Access, usedIn, IS-136]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IS-136 Context triple: [Time Division Multiple Access, usedIn, IS-136]
-
A.
IS-1
IS-1 was a Soviet heavy tank prototype developed during World War II that led to the production IS series of heavy tanks.
-
B.
IS 289
IS 289 is a public middle school located in Manhattan’s Battery Park City neighborhood in New York City.
-
C.
Nims
Nims is a company operating under the Italian coffee brand Lavazza, likely involved in coffee-related products or services within its corporate group.
-
D.
ISD
ISD is the abbreviated name for the Intelligence and Security Division, a governmental body responsible for intelligence gathering and national security functions.
-
E.
National Incident Management Assistance Teams
The National Incident Management Assistance Teams are specialized federal teams that rapidly deploy to support state, local, tribal, and territorial authorities in coordinating and managing large-scale emergencies and disasters across the United States.
- 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: IS-136 Triple: [Time Division Multiple Access, usedIn, IS-136]
Generated description
IS-136 is a second-generation (2G) digital cellular standard for North American mobile networks that uses time-division multiplexing to support multiple voice channels on the same radio frequency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IS-136 Target entity description: IS-136 is a second-generation (2G) digital cellular standard for North American mobile networks that uses time-division multiplexing to support multiple voice channels on the same radio frequency.
-
A.
IS-1
IS-1 was a Soviet heavy tank prototype developed during World War II that led to the production IS series of heavy tanks.
-
B.
IS 289
IS 289 is a public middle school located in Manhattan’s Battery Park City neighborhood in New York City.
-
C.
Nims
Nims is a company operating under the Italian coffee brand Lavazza, likely involved in coffee-related products or services within its corporate group.
-
D.
ISD
ISD is the abbreviated name for the Intelligence and Security Division, a governmental body responsible for intelligence gathering and national security functions.
-
E.
National Incident Management Assistance Teams
The National Incident Management Assistance Teams are specialized federal teams that rapidly deploy to support state, local, tribal, and territorial authorities in coordinating and managing large-scale emergencies and disasters across the United States.
- 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_69c00875db5c819099dd5bb833ec43c2 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056e108fc81908775d176ff960fad |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1139793708190b14c83d4197a33a0 |
completed | March 23, 2026, 10:19 a.m. |
| NEDg | Description generation | batch_69c116054e9881908de17b355558f149 |
completed | March 23, 2026, 10:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1167938008190bf43698bf4b69062 |
completed | March 23, 2026, 10:31 a.m. |
Created at: March 22, 2026, 4:08 p.m.