Triple

T16285301
Position Surface form Disambiguated ID Type / Status
Subject Adtalem Global Education E395374 entity
Predicate tickerSymbol P1447 FINISHED
Object ATGE
ATGE is the stock ticker symbol for Adtalem Global Education Inc., a U.S.-based provider of workforce-focused higher education and professional training programs.
 E1204503 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: ATGE | Statement: [Adtalem Global Education, tickerSymbol, ATGE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ATGE
Context triple: [Adtalem Global Education, tickerSymbol, ATGE]
  • A. AET
    AET is the former stock ticker symbol for Aetna Inc., a major U.S. health insurance and managed care company.
  • B. ATEC
    ATEC is a U.S. Army command responsible for testing and evaluating military equipment, systems, and technologies to ensure they are effective and reliable for operational use.
  • C. ATZ
    ATZ is the IATA airport code for Assiut Airport, a regional airport serving the city of Assiut in Egypt.
  • D. AWGE
    AWGE is a creative collective and record label founded by A$AP Rocky, known for its work in music, fashion, and visual art within the hip-hop scene.
  • E. ATAG
    ATAG (Authoring Tool Accessibility Guidelines) is a W3C specification that defines how software used to create web content should support accessibility both in its user interface and in the content it produces.
  • 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: ATGE
Triple: [Adtalem Global Education, tickerSymbol, ATGE]
Generated description
ATGE is the stock ticker symbol for Adtalem Global Education Inc., a U.S.-based provider of workforce-focused higher education and professional training programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ATGE
Target entity description: ATGE is the stock ticker symbol for Adtalem Global Education Inc., a U.S.-based provider of workforce-focused higher education and professional training programs.
  • A. AET
    AET is the former stock ticker symbol for Aetna Inc., a major U.S. health insurance and managed care company.
  • B. ATEC
    ATEC is a U.S. Army command responsible for testing and evaluating military equipment, systems, and technologies to ensure they are effective and reliable for operational use.
  • C. ATZ
    ATZ is the IATA airport code for Assiut Airport, a regional airport serving the city of Assiut in Egypt.
  • D. AWGE
    AWGE is a creative collective and record label founded by A$AP Rocky, known for its work in music, fashion, and visual art within the hip-hop scene.
  • E. ATAG
    ATAG (Authoring Tool Accessibility Guidelines) is a W3C specification that defines how software used to create web content should support accessibility both in its user interface and in the content it produces.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24913a55081909a9a5a7a7f4806cc completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c8f51c8190b73cdf2834eda57f completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a0019c847a0819081b92e21ced73824 completed May 10, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_6a001a7dcf888190b66122f2bfc7388b completed May 10, 2026, 5:41 a.m.
Created at: April 10, 2026, 5:05 a.m.