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.