Triple

T10653148
Position Surface form Disambiguated ID Type / Status
Subject Order of Ikhamanga E251022 entity
Predicate gradeAbbreviation P95174 FINISHED
Object OIG
OIG is the post-nominal abbreviation indicating that a person has been awarded the gold class of South Africa’s national honor, the Order of Ikhamanga.
E877361 NE FINISHED

How this triple was built (5 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: OIG | Statement: [Order of Ikhamanga, gradeAbbreviation, OIG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OIG
Context triple: [Order of Ikhamanga, gradeAbbreviation, OIG]
  • A. OIG
    OIG is the Chicago Office of Inspector General, an independent watchdog agency that investigates and audits city government operations to prevent fraud, waste, and abuse.
  • B. Office of the Inspector General
    The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
  • C. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the FDIC that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency and integrity in the agency’s programs and operations.
  • D. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • E. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and 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: OIG
Triple: [Order of Ikhamanga, gradeAbbreviation, OIG]
Generated description
OIG is the post-nominal abbreviation indicating that a person has been awarded the gold class of South Africa’s national honor, the Order of Ikhamanga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OIG
Target entity description: OIG is the post-nominal abbreviation indicating that a person has been awarded the gold class of South Africa’s national honor, the Order of Ikhamanga.
  • A. OIG
    OIG is the Chicago Office of Inspector General, an independent watchdog agency that investigates and audits city government operations to prevent fraud, waste, and abuse.
  • B. Office of the Inspector General
    The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
  • C. Office of Inspector General
    The Office of Inspector General is an independent oversight body within NASA responsible for auditing, investigating, and preventing fraud, waste, and abuse in the agency’s programs and operations.
  • D. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • E. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: gradeAbbreviation
Context triple: [Order of Ikhamanga, gradeAbbreviation, OIG]
  • A. gradeName
    Indicates the specific name or label assigned to a grade level associated with an entity.
  • B. gradeNumber
    Indicates the numerical grade or level assigned to an entity within an ordered grading or classification system.
  • C. grades
    Indicates that one entity evaluates and assigns a score or level of performance to another entity.
  • D. gradeRank
    Indicates the relative academic standing or position of an entity within a graded or ranked group based on performance or scores.
  • E. denotesGrade
    Indicates that an entity assigns, specifies, or is associated with a particular grade or evaluation for another entity.
  • F. None of above. chosen

Provenance (7 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dff78ec88190a4d1863fe87245f6 completed April 8, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a71fac48190a6d7c99ebc5aad0a completed April 10, 2026, 10:32 p.m.
NEDg Description generation batch_69d97cc2b66c8190909a23927fbe3af5 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e13913081908dd1fb60fa44db05 completed April 10, 2026, 10:47 p.m.
PD Predicate disambiguation batch_69d6dd8753108190b799ffa0c760526e completed April 8, 2026, 10:58 p.m.
PDg Predicate description generation batch_69d6df47899481909ac0e518d94883cb completed April 8, 2026, 11:05 p.m.
Created at: April 8, 2026, 9:06 p.m.