Triple

T15563235
Position Surface form Disambiguated ID Type / Status
Subject Expeditionary Warfare School E371048 entity
Predicate abbreviation P43 FINISHED
Object EWS
EWS is a United States Marine Corps professional military education institution that trains company-grade officers in the planning and execution of expeditionary and amphibious operations.
 E1163548 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: EWS | Statement: [Expeditionary Warfare School, abbreviation, EWS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: EWS
Context triple: [Expeditionary Warfare School, abbreviation, EWS]
  • A. EWS
    EWS (English, Welsh & Scottish Railway) was a major British rail freight company that operated a large fleet of locomotives and became the dominant freight operator in the UK before being rebranded as DB Cargo UK.
  • B. ESW
    ESW is the vehicle registration code for the German town and district of Eschwege in the state of Hesse.
  • C. EWE
    EWE is the National Rail station code for Ewell West railway station in Surrey, England.
  • D. EES
    EES is the European Union’s Entry/Exit System, a large-scale IT platform that records and manages data on non-EU nationals crossing the external borders of the Schengen Area.
  • E. WES
    WES is a commuter rail service in the Portland, Oregon metropolitan area that connects Beaverton and Wilsonville.
  • 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: EWS
Triple: [Expeditionary Warfare School, abbreviation, EWS]
Generated description
EWS is a United States Marine Corps professional military education institution that trains company-grade officers in the planning and execution of expeditionary and amphibious operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: EWS
Target entity description: EWS is a United States Marine Corps professional military education institution that trains company-grade officers in the planning and execution of expeditionary and amphibious operations.
  • A. EWS
    EWS (English, Welsh & Scottish Railway) was a major British rail freight company that operated a large fleet of locomotives and became the dominant freight operator in the UK before being rebranded as DB Cargo UK.
  • B. ESW
    ESW is the vehicle registration code for the German town and district of Eschwege in the state of Hesse.
  • C. EWE
    EWE is the National Rail station code for Ewell West railway station in Surrey, England.
  • D. EES
    EES is the European Union’s Entry/Exit System, a large-scale IT platform that records and manages data on non-EU nationals crossing the external borders of the Schengen Area.
  • E. WES
    WES is a commuter rail service in the Portland, Oregon metropolitan area that connects Beaverton and Wilsonville.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddc66448190948280fb0c8d390c completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456821988190971539b683f6c656 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff46f44b2c81909f65f0ab455c6549 completed May 9, 2026, 2:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff477a63b48190a453cf669dfda228 completed May 9, 2026, 2:40 p.m.
Created at: April 10, 2026, 4:09 a.m.