Triple
T15322346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Innovative Research Universities |
E366321
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
IRU
IRU is a network of Australian universities focused on innovative, research-intensive education and collaboration.
|
E1150147
|
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: IRU | Statement: [Innovative Research Universities, hasAbbreviation, IRU]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IRU Context triple: [Innovative Research Universities, hasAbbreviation, IRU]
-
A.
IRU
IRU is the abbreviation for the International Romani Union, a global organization representing the interests and rights of Romani people.
-
B.
IRI
IRI (Industrial Research Institute) is a U.S.-based association of industrial and service companies focused on advancing innovation, research, and development management practices.
-
C.
iru
iru is the ISO 639-3 code for the Irula language, a Dravidian language spoken by the Irula people of southern India.
-
D.
IRG
IRG is the commonly used abbreviation for the International Rice Genebank, a major global repository for conserving rice genetic diversity.
-
E.
IRIA
IRIA (Institut de Recherche en Informatique et en Automatique) was the original French national research institute for computer science and automation, later becoming INRIA, and played a key role in early networking and informatics research.
- 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: IRU Triple: [Innovative Research Universities, hasAbbreviation, IRU]
Generated description
IRU is a network of Australian universities focused on innovative, research-intensive education and collaboration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IRU Target entity description: IRU is a network of Australian universities focused on innovative, research-intensive education and collaboration.
-
A.
IRU
IRU is the abbreviation for the International Romani Union, a global organization representing the interests and rights of Romani people.
-
B.
IRI
IRI (Industrial Research Institute) is a U.S.-based association of industrial and service companies focused on advancing innovation, research, and development management practices.
-
C.
iru
iru is the ISO 639-3 code for the Irula language, a Dravidian language spoken by the Irula people of southern India.
-
D.
IRG
IRG is the commonly used abbreviation for the International Rice Genebank, a major global repository for conserving rice genetic diversity.
-
E.
IRIA
IRIA (Institut de Recherche en Informatique et en Automatique) was the original French national research institute for computer science and automation, later becoming INRIA, and played a key role in early networking and informatics research.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd460288190b5c41f0a0aeee949 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8aaef608190bd3ec9fdd215afbb |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa435efc81908c1e88267e745cdd |
completed | May 9, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefb2ee9108190b3d8633cc9713c7b |
completed | May 9, 2026, 9:15 a.m. |
Created at: April 10, 2026, 3:16 a.m.