Triple
T5594961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Centre for Educational Measurement (CEMO) |
E146970
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
CEMO
CEMO is a research center focused on advancing educational measurement, assessment, and related methodologies.
|
E529450
|
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: CEMO | Statement: [Centre for Educational Measurement (CEMO), hasAbbreviation, CEMO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CEMO Context triple: [Centre for Educational Measurement (CEMO), hasAbbreviation, CEMO]
-
A.
CEMA
CEMA is the acronym for the French Chief of the Defence Staff, the highest-ranking military officer overseeing France’s armed forces.
-
B.
CEMM
CEMM is the official abbreviation for the Chief of Staff of the French Navy, the highest-ranking officer responsible for commanding and overseeing France’s naval forces.
-
C.
CEMAT
CEMAT is the official abbreviation for the Chief of Staff of the French Army, the highest-ranking officer responsible for leading and overseeing France’s land forces.
-
D.
COMESSA
COMESSA is the French acronym for the Community of Sahel-Saharan States, a regional organization focused on economic integration and cooperation among countries in the Sahel and Sahara regions of Africa.
-
E.
CemAir
CemAir is a South African regional and domestic airline operating scheduled and charter flights to various destinations within South Africa and neighboring countries.
- 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: CEMO Triple: [Centre for Educational Measurement (CEMO), hasAbbreviation, CEMO]
Generated description
CEMO is a research center focused on advancing educational measurement, assessment, and related methodologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CEMO Target entity description: CEMO is a research center focused on advancing educational measurement, assessment, and related methodologies.
-
A.
CEMA
CEMA is the acronym for the French Chief of the Defence Staff, the highest-ranking military officer overseeing France’s armed forces.
-
B.
CEMM
CEMM is the official abbreviation for the Chief of Staff of the French Navy, the highest-ranking officer responsible for commanding and overseeing France’s naval forces.
-
C.
CEMAT
CEMAT is the official abbreviation for the Chief of Staff of the French Army, the highest-ranking officer responsible for leading and overseeing France’s land forces.
-
D.
COMESSA
COMESSA is the French acronym for the Community of Sahel-Saharan States, a regional organization focused on economic integration and cooperation among countries in the Sahel and Sahara regions of Africa.
-
E.
CemAir
CemAir is a South African regional and domestic airline operating scheduled and charter flights to various destinations within South Africa and neighboring countries.
- 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_69c009036c408190981a8d690b679b67 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020be029881908c5586838382c8f2 |
completed | March 22, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0286eaa2881909cbb0bb20f4987fe |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c037fca93881908d4d7403bfb1f866 |
completed | March 22, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c03898327c8190bd3b889bd7663003 |
completed | March 22, 2026, 6:44 p.m. |
Created at: March 22, 2026, 3:38 p.m.