Triple

T9167387
Position Surface form Disambiguated ID Type / Status
Subject 34th Special Operations Squadron E219994 entity
Predicate abbreviation P43 FINISHED
Object 34 SOS
34 SOS is a United States Air Force special operations squadron known for conducting specialized and often covert air missions in support of special operations forces.
E782131 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: 34 SOS | Statement: [34th Special Operations Squadron, abbreviation, 34 SOS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 34 SOS
Context triple: [34th Special Operations Squadron, abbreviation, 34 SOS]
  • A. S.O.S
    "S.O.S" is a breakthrough pop-rock single by the Jonas Brothers that helped propel the band to mainstream popularity in the late 2000s.
  • B. 15 SOS
    15 SOS is the abbreviation for the 15th Special Operations Squadron, a U.S. Air Force unit specializing in special operations missions such as infiltration, exfiltration, and resupply of special operations forces.
  • C. SOS
    "SOS" is a hit pop song by the Swedish group ABBA, known for its dramatic melody and emotional lyrics about a troubled relationship.
  • D. SOS
    SOS is SZA's critically acclaimed second studio album, blending R&B, pop, and alternative influences to explore themes of heartbreak, self-discovery, and emotional vulnerability.
  • E. SOS
    SOS was the U.S. Army’s World War II logistics and support organization responsible for supplying, equipping, and sustaining combat forces.
  • 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: 34 SOS
Triple: [34th Special Operations Squadron, abbreviation, 34 SOS]
Generated description
34 SOS is a United States Air Force special operations squadron known for conducting specialized and often covert air missions in support of special operations forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 34 SOS
Target entity description: 34 SOS is a United States Air Force special operations squadron known for conducting specialized and often covert air missions in support of special operations forces.
  • A. S.O.S
    "S.O.S" is a breakthrough pop-rock single by the Jonas Brothers that helped propel the band to mainstream popularity in the late 2000s.
  • B. 15 SOS
    15 SOS is the abbreviation for the 15th Special Operations Squadron, a U.S. Air Force unit specializing in special operations missions such as infiltration, exfiltration, and resupply of special operations forces.
  • C. SOS
    "SOS" is a hit pop song by the Swedish group ABBA, known for its dramatic melody and emotional lyrics about a troubled relationship.
  • D. SOS
    SOS was the U.S. Army’s World War II logistics and support organization responsible for supplying, equipping, and sustaining combat forces.
  • E. SOS
    SOS is SZA's critically acclaimed second studio album, blending R&B, pop, and alternative influences to explore themes of heartbreak, self-discovery, and emotional vulnerability.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaade47cc81909b5c127dc8aa1340 completed April 1, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0548b0e6c819090ece33b9ede9fa6 completed April 4, 2026, midnight
NEDg Description generation batch_69d055291054819088fa0d2e424b54bd completed April 4, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69d0564391cc81909c0cea2d49c38fb4 completed April 4, 2026, 12:07 a.m.
Created at: March 30, 2026, 7:22 p.m.