Triple

T2913012
Position Surface form Disambiguated ID Type / Status
Subject Integrated Award Environment E63727 entity
Predicate includesSystem P1393 FINISHED
Object FPDS-NG
FPDS-NG (Federal Procurement Data System–Next Generation) is the U.S. government’s central database for collecting, tracking, and reporting federal contract and procurement information.
E310828 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: FPDS-NG | Statement: [Integrated Award Environment, includesSystem, FPDS-NG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FPDS-NG
Context triple: [Integrated Award Environment, includesSystem, FPDS-NG]
  • A. FDPIR
    FDPIR (Food Distribution Program on Indian Reservations) is a U.S. federal nutrition assistance program that provides USDA foods to income-eligible households living on Indian reservations and to Native American families in designated areas.
  • B. PGFD
    PGFD is the fire and emergency medical services agency serving Prince George’s County, Maryland.
  • C. FMS
    FMS refers to the U.S. Foreign Military Sales program, through which the U.S. government sells defense articles, services, and training to foreign governments and international organizations.
  • D. FMS
    FMS is the post-nominal abbreviation used by members of the Marist Brothers, a Catholic religious institute dedicated to education and youth work.
  • E. Air Force Distributed Common Ground System
    The Air Force Distributed Common Ground System is the U.S. Air Force’s primary global intelligence, surveillance, and reconnaissance (ISR) enterprise that processes, exploits, and disseminates data from multiple airborne and space-based sensors to support military operations.
  • 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: FPDS-NG
Triple: [Integrated Award Environment, includesSystem, FPDS-NG]
Generated description
FPDS-NG (Federal Procurement Data System–Next Generation) is the U.S. government’s central database for collecting, tracking, and reporting federal contract and procurement information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FPDS-NG
Target entity description: FPDS-NG (Federal Procurement Data System–Next Generation) is the U.S. government’s central database for collecting, tracking, and reporting federal contract and procurement information.
  • A. FDPIR
    FDPIR (Food Distribution Program on Indian Reservations) is a U.S. federal nutrition assistance program that provides USDA foods to income-eligible households living on Indian reservations and to Native American families in designated areas.
  • B. PGFD
    PGFD is the fire and emergency medical services agency serving Prince George’s County, Maryland.
  • C. FMS
    FMS refers to the U.S. Foreign Military Sales program, through which the U.S. government sells defense articles, services, and training to foreign governments and international organizations.
  • D. FMS
    FMS is the post-nominal abbreviation used by members of the Marist Brothers, a Catholic religious institute dedicated to education and youth work.
  • E. Air Force Distributed Common Ground System
    The Air Force Distributed Common Ground System is the U.S. Air Force’s primary global intelligence, surveillance, and reconnaissance (ISR) enterprise that processes, exploits, and disseminates data from multiple airborne and space-based sensors to support military operations.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0ecaba48190a8e22c74a111fded completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b056249b5c8190b388088bf047616f completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b06434bef48190848d8ab1aa59937c completed March 10, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69b064a3b41481909214a09eae0b092b completed March 10, 2026, 6:36 p.m.
Created at: March 6, 2026, 10:11 p.m.