Triple

T4376072
Position Surface form Disambiguated ID Type / Status
Subject Immigration and Naturalization Service E99008 entity
Predicate hasPart P35 FINISHED
Object Examinations (benefits) division
The Examinations (benefits) division was the branch of the former U.S. Immigration and Naturalization Service responsible for processing and adjudicating immigration benefits such as visas, green cards, and naturalization applications.
 E436416 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: Examinations (benefits) division | Statement: [Immigration and Naturalization Service, hasPart, Examinations (benefits) division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Examinations (benefits) division
Context triple: [Immigration and Naturalization Service, hasPart, Examinations (benefits) division]
  • A. Pension and Welfare Benefits Administration
    The Pension and Welfare Benefits Administration was the former name of the U.S. Department of Labor agency responsible for overseeing and enforcing federal laws governing private-sector employee benefit plans.
  • B. Assessment division
    The Assessment Division is a component of the U.S. Navy’s Office of the Chief of Naval Operations responsible for analyzing capabilities, readiness, and future requirements to inform high-level strategic decisions.
  • C. División de Bienestar
    División de Bienestar is a support unit of the Chilean Army responsible for managing welfare and quality-of-life services for army personnel and their families.
  • D. División de Salud
    División de Salud is the medical and health services branch of the Chilean Army responsible for providing healthcare support to military personnel and their families.
  • E. Ministry of Examination
    The Ministry of Examination is a government agency in Taiwan responsible for administering national civil service examinations and related personnel selection processes.
  • 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: Examinations (benefits) division
Triple: [Immigration and Naturalization Service, hasPart, Examinations (benefits) division]
Generated description
The Examinations (benefits) division was the branch of the former U.S. Immigration and Naturalization Service responsible for processing and adjudicating immigration benefits such as visas, green cards, and naturalization applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Examinations (benefits) division
Target entity description: The Examinations (benefits) division was the branch of the former U.S. Immigration and Naturalization Service responsible for processing and adjudicating immigration benefits such as visas, green cards, and naturalization applications.
  • A. Pension and Welfare Benefits Administration
    The Pension and Welfare Benefits Administration was the former name of the U.S. Department of Labor agency responsible for overseeing and enforcing federal laws governing private-sector employee benefit plans.
  • B. Assessment division
    The Assessment Division is a component of the U.S. Navy’s Office of the Chief of Naval Operations responsible for analyzing capabilities, readiness, and future requirements to inform high-level strategic decisions.
  • C. División de Bienestar
    División de Bienestar is a support unit of the Chilean Army responsible for managing welfare and quality-of-life services for army personnel and their families.
  • D. División de Salud
    División de Salud is the medical and health services branch of the Chilean Army responsible for providing healthcare support to military personnel and their families.
  • E. Ministry of Examination
    The Ministry of Examination is a government agency in Taiwan responsible for administering national civil service examinations and related personnel selection processes.
  • 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_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3523d4e888190b4367ed6aa17d463 completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e5162d5081909e7d8813907e25a6 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeadd68881909820a75aaff9d8d5 completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef36f2bc8190a21e0f2fadbdd697 completed March 14, 2026, 11:28 p.m.
Created at: March 12, 2026, 11:18 p.m.