Triple

T6900737
Position Surface form Disambiguated ID Type / Status
Subject Georgia Emergency Management and Homeland Security Agency E159486 entity
Predicate abbreviation P43 FINISHED
Object GEMA/HS
GEMA/HS is Georgia’s state agency responsible for coordinating emergency management, disaster response, and homeland security efforts.
 E627011 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: GEMA/HS | Statement: [Georgia Emergency Management and Homeland Security Agency, abbreviation, GEMA/HS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GEMA/HS
Context triple: [Georgia Emergency Management and Homeland Security Agency, abbreviation, GEMA/HS]
  • A. GEMA
    GEMA was a German company known for pioneering and manufacturing early radar systems, particularly for military and naval applications before and during World War II.
  • B. GEM
    GEM is the Growth Enterprise Market board of the Hong Kong Stock Exchange, designed for smaller, high-growth and emerging companies to raise capital.
  • C. GEML
    GEML is the ICAO airport code assigned to Melilla Airport in the Spanish autonomous city of Melilla.
  • D. EGKA
    EGKA is the ICAO airport code for Shoreham Airport, a general aviation airfield on the south coast of England.
  • E. HESG
    HESG is the ICAO airport code assigned to Sohag International Airport in Egypt.
  • 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: GEMA/HS
Triple: [Georgia Emergency Management and Homeland Security Agency, abbreviation, GEMA/HS]
Generated description
GEMA/HS is Georgia’s state agency responsible for coordinating emergency management, disaster response, and homeland security efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GEMA/HS
Target entity description: GEMA/HS is Georgia’s state agency responsible for coordinating emergency management, disaster response, and homeland security efforts.
  • A. GEMA
    GEMA was a German company known for pioneering and manufacturing early radar systems, particularly for military and naval applications before and during World War II.
  • B. GEM
    GEM is the Growth Enterprise Market board of the Hong Kong Stock Exchange, designed for smaller, high-growth and emerging companies to raise capital.
  • C. GEML
    GEML is the ICAO airport code assigned to Melilla Airport in the Spanish autonomous city of Melilla.
  • D. EGKA
    EGKA is the ICAO airport code for Shoreham Airport, a general aviation airfield on the south coast of England.
  • E. HESG
    HESG is the ICAO airport code assigned to Sohag International Airport in Egypt.
  • 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_69c6883822e0819091e321526f20ae0a completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9603f448190bb9f963c17ca206d completed March 27, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748eb23888190bca6e42dc03ab31b completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c749b9f4048190b7f8564f804e1231 completed March 28, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c74a8b5af88190a60782e247129d1a completed March 28, 2026, 3:27 a.m.
Created at: March 27, 2026, 2:24 p.m.