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.