Triple

T4131172
Position Surface form Disambiguated ID Type / Status
Subject Defense Enrollment Eligibility Reporting System E85044 entity
Predicate shortName P43 FINISHED
Object DEERS
DEERS is a U.S. Department of Defense database that manages and verifies service members’ and their dependents’ eligibility for military benefits and healthcare.
 E414744 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: DEERS | Statement: [Defense Enrollment Eligibility Reporting System, shortName, DEERS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DEERS
Context triple: [Defense Enrollment Eligibility Reporting System, shortName, DEERS]
  • A. tufted deer
    The tufted deer is a small, shy East Asian deer species known for its distinctive black forehead tuft and short, fang-like upper canines.
  • B. Caribou
    Caribou is a small city in northern Maine known for its agricultural heritage, outdoor recreation, and proximity to the Canadian border.
  • C. mule deer
    The mule deer is a North American deer species known for its large, mule-like ears and adaptability to a wide range of habitats, from mountains and forests to deserts.
  • D. sambar deer
    The sambar deer is a large, dark-coated deer native to the Indian subcontinent and Southeast Asia, known for its rugged antlers and preference for forested and hilly habitats.
  • E. Sagehens
    The Sagehens are the joint varsity athletic teams representing Pomona College and Pitzer College in NCAA Division III competition.
  • 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: DEERS
Triple: [Defense Enrollment Eligibility Reporting System, shortName, DEERS]
Generated description
DEERS is a U.S. Department of Defense database that manages and verifies service members’ and their dependents’ eligibility for military benefits and healthcare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DEERS
Target entity description: DEERS is a U.S. Department of Defense database that manages and verifies service members’ and their dependents’ eligibility for military benefits and healthcare.
  • A. tufted deer
    The tufted deer is a small, shy East Asian deer species known for its distinctive black forehead tuft and short, fang-like upper canines.
  • B. Caribou
    Caribou is a small city in northern Maine known for its agricultural heritage, outdoor recreation, and proximity to the Canadian border.
  • C. mule deer
    The mule deer is a North American deer species known for its large, mule-like ears and adaptability to a wide range of habitats, from mountains and forests to deserts.
  • D. sambar deer
    The sambar deer is a large, dark-coated deer native to the Indian subcontinent and Southeast Asia, known for its rugged antlers and preference for forested and hilly habitats.
  • E. Sagehens
    The Sagehens are the joint varsity athletic teams representing Pomona College and Pitzer College in NCAA Division III competition.
  • 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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af021f6a508190b8ac1e0d8b859f74 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576c26d4c81909b8be74855cbd03f completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577c2b784819096d8218dd1c1478d completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5782cc448819080e306952da24ac0 completed March 14, 2026, 3:01 p.m.
Created at: March 9, 2026, 3:42 p.m.