Triple

T129645
Position Surface form Disambiguated ID Type / Status
Subject Booz Allen Hamilton E2625 entity
Predicate tickerSymbol P1447 FINISHED
Object BAH
BAH is the stock ticker symbol for Booz Allen Hamilton, a major U.S.-based management and technology consulting firm known for its extensive work with government and defense clients.
 E14700 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: BAH | Statement: [Booz Allen Hamilton, tickerSymbol, BAH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BAH
Context triple: [Booz Allen Hamilton, tickerSymbol, BAH]
  • A. BAA
    BAA is the acronym for the Basketball Association of America, the professional basketball league that later merged to form today’s National Basketball Association (NBA).
  • B. SHASS
    SHASS is the abbreviated name commonly used for the School of Humanities, Arts, and Social Sciences at academic institutions.
  • C. HARV
    HARV is the standard abbreviation used for the Harvard Crimson men's basketball team in collegiate athletics contexts.
  • D. ACU
    ACU (the Association of Commonwealth Universities) is an international network of higher education institutions from Commonwealth countries that promotes collaboration, academic excellence, and educational development.
  • E. BEL
    BEL is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies Belgium in international standards and data systems.
  • 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: BAH
Triple: [Booz Allen Hamilton, tickerSymbol, BAH]
Generated description
BAH is the stock ticker symbol for Booz Allen Hamilton, a major U.S.-based management and technology consulting firm known for its extensive work with government and defense clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BAH
Target entity description: BAH is the stock ticker symbol for Booz Allen Hamilton, a major U.S.-based management and technology consulting firm known for its extensive work with government and defense clients.
  • A. BAA
    BAA is the acronym for the Basketball Association of America, the professional basketball league that later merged to form today’s National Basketball Association (NBA).
  • B. SHASS
    SHASS is the abbreviated name commonly used for the School of Humanities, Arts, and Social Sciences at academic institutions.
  • C. HARV
    HARV is the standard abbreviation used for the Harvard Crimson men's basketball team in collegiate athletics contexts.
  • D. ACU
    ACU (the Association of Commonwealth Universities) is an international network of higher education institutions from Commonwealth countries that promotes collaboration, academic excellence, and educational development.
  • E. BEL
    BEL is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies Belgium in international standards and data systems.
  • 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a2576518e0819096b35d8af7a4d1bd completed Feb. 28, 2026, 2:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2a3d5c7bc8190ba8b36db41a1a57f completed Feb. 28, 2026, 8:14 a.m.
NEDg Description generation batch_69a2a4f0e7c081908966789fd07e59a2 completed Feb. 28, 2026, 8:18 a.m.
NED2 Entity disambiguation (via description) batch_69a2a58757d081908c7c5469c485f1cc completed Feb. 28, 2026, 8:21 a.m.
Created at: Feb. 28, 2026, 2:30 a.m.