Triple
T21253339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Demers |
E523799
|
entity |
| Predicate | hasTypicalAbbreviation |
P8075
|
FINISHED |
| Object | R. Demers |
—
|
NE NERFINISHED |
How this triple was built (3 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: R. Demers | Statement: [Robert Demers, hasTypicalAbbreviation, R. Demers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: R. Demers Context triple: [Robert Demers, hasTypicalAbbreviation, R. Demers]
-
A.
Robert Demers
chosen
Robert Demers is a personal name shared by multiple individuals, most commonly associated with professionals in fields such as law, politics, and academia in North America.
-
B.
Mark F. Demers
Mark F. Demers is a mathematician known for his work in dynamical systems and ergodic theory, particularly in the study of chaotic billiards and related statistical properties.
-
C.
David Desrosiers
David Desrosiers is a Canadian musician best known as the longtime bassist and backing vocalist for the pop-punk band Simple Plan.
-
D.
Gilles Brassard
Gilles Brassard is a Canadian computer scientist and cryptographer best known as a pioneer of quantum cryptography and quantum information theory.
-
E.
Robert Tessier
Robert Tessier was an American character actor and stuntman known for his imposing, bald, tough-guy roles in action and exploitation films of the 1960s and 1970s.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTypicalAbbreviation Context triple: [Robert Demers, hasTypicalAbbreviation, R. Demers]
-
A.
isAbbreviation
Indicates that one term is a shortened or abbreviated form of another term.
-
B.
isCommonAbbreviation
Indicates that one term is a widely used shortened or abbreviated form of another term.
-
C.
isStandardAbbreviation
Indicates that one term is the officially recognized shortened form of another term.
-
D.
hasNameAbbreviation
chosen
Indicates that an entity is associated with a shortened or abbreviated form of its full name.
-
E.
hasAbbreviationStatus
Indicates that an entity has a particular status or condition regarding its abbreviation (e.g., whether it is abbreviated, how, or to what extent).
- F. None of above.
Provenance (3 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_69e0b5146c108190adc9adb73e90abff |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e735a0391881908e45909e939415a5 |
completed | April 21, 2026, 8:30 a.m. |
| PD | Predicate disambiguation | batch_69e5f61239708190ab7b3c83ae848a0d |
completed | April 20, 2026, 9:46 a.m. |
Created at: April 16, 2026, 3:57 p.m.