Triple
T1256301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Barkhane |
E12399
|
entity |
| Predicate | terminationAnnouncedBy |
P4650
|
FINISHED |
| Object | French President Emmanuel Macron |
E4773
|
NE FINISHED |
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: French President Emmanuel Macron | Statement: [Operation Barkhane, terminationAnnouncedBy, French President Emmanuel Macron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French President Emmanuel Macron Context triple: [Operation Barkhane, terminationAnnouncedBy, French President Emmanuel Macron]
-
A.
Emmanuel Macron
chosen
Emmanuel Macron is a French politician and former investment banker who has served as President of France since 2017, known for his centrist, pro-European Union stance.
-
B.
François Hollande
François Hollande is a French Socialist politician who served as President of France from 2012 to 2017.
-
C.
Nicolas Sarkozy
Nicolas Sarkozy is a French conservative politician who served as President of France from 2007 to 2012 and played a prominent role in European and international diplomacy.
-
D.
François Chollet
François Chollet is a French software engineer and AI researcher best known as the creator of the Keras deep learning library and a prominent advocate for practical, human-centric machine learning.
-
E.
Laurent Fabius
Laurent Fabius is a French Socialist politician who served as Prime Minister in the 1980s and later held key roles including Foreign Minister and President of the Constitutional Council.
- 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: terminationAnnouncedBy Context triple: [Operation Barkhane, terminationAnnouncedBy, French President Emmanuel Macron]
-
A.
closureAnnouncedBy
Indicates that an entity’s closure has been formally communicated or declared by a specified agent or source.
-
B.
recommendedTerminationOf
Indicates that one party has advised or proposed that another party’s role, contract, or activity should be ended.
-
C.
withdrawalAnnouncedBy
Indicates that an entity’s withdrawal (e.g., from an agreement, position, or situation) has been publicly announced or declared by a specified agent or source.
-
D.
announcedTo
Indicates that one entity formally communicated or made known some information, decision, or event to another specific entity.
-
E.
announcedThat
chosen
Indicates that one entity publicly communicated or declared a specific fact, decision, or piece of information about another entity or situation.
- F. None of above.
Provenance (4 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bfa726548190911b4022dc1be3c3 |
completed | March 1, 2026, 10:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acacb3bf588190a6d042a01dfa31e5 |
completed | March 7, 2026, 10:54 p.m. |
| PD | Predicate disambiguation | batch_69a4bb6c977c8190a2bf3e8b67a59beb |
completed | March 1, 2026, 10:19 p.m. |
Created at: March 1, 2026, 7:50 p.m.