Triple
T15951932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TGV V150 |
E386837
|
entity |
| Predicate | participatingOrganizations |
P66747
|
FINISHED |
| Object |
RFF
RFF (Réseau Ferré de France) was the French public agency responsible for owning, managing, and developing France’s national railway infrastructure.
|
E1186120
|
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: RFF | Statement: [TGV V150, participatingOrganizations, RFF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: RFF Context triple: [TGV V150, participatingOrganizations, RFF]
-
A.
RRF
RRF is the acronym for the United States Ready Reserve Force, a fleet of government-owned cargo ships maintained for rapid activation in military and humanitarian sealift operations.
-
B.
RFS
RFS is the commonly used abbreviation for the Russian Football Union, the governing body of football in Russia.
-
C.
RFS
RFS is the volunteer-based New South Wales Rural Fire Service, responsible for bushfire prevention and emergency response across rural and regional areas of New South Wales, Australia.
-
D.
RIF
RIF (Rule Interchange Format) is a W3C standard designed to enable the exchange and interoperability of rules across different Semantic Web systems and rule engines.
-
E.
RFA
RFA is the ship prefix used by vessels of the Royal Fleet Auxiliary, the civilian-manned fleet that supports the United Kingdom’s Royal Navy with logistical and operational services.
- 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: RFF Triple: [TGV V150, participatingOrganizations, RFF]
Generated description
RFF (Réseau Ferré de France) was the French public agency responsible for owning, managing, and developing France’s national railway infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: RFF Target entity description: RFF (Réseau Ferré de France) was the French public agency responsible for owning, managing, and developing France’s national railway infrastructure.
-
A.
RRF
RRF is the acronym for the United States Ready Reserve Force, a fleet of government-owned cargo ships maintained for rapid activation in military and humanitarian sealift operations.
-
B.
RFS
RFS is the commonly used abbreviation for the Russian Football Union, the governing body of football in Russia.
-
C.
RFS
RFS is the volunteer-based New South Wales Rural Fire Service, responsible for bushfire prevention and emergency response across rural and regional areas of New South Wales, Australia.
-
D.
RIF
RIF (Rule Interchange Format) is a W3C standard designed to enable the exchange and interoperability of rules across different Semantic Web systems and rule engines.
-
E.
RFA
RFA is the ship prefix used by vessels of the Royal Fleet Auxiliary, the civilian-manned fleet that supports the United Kingdom’s Royal Navy with logistical and operational services.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1828cd83c8190a3e15cccc8342c1f |
completed | April 17, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe7ab070819090232efdeecdd5fb |
completed | May 9, 2026, 11:08 p.m. |
| NEDg | Description generation | batch_69ffbf61b2ec81909c0f32613bb91a82 |
completed | May 9, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbfddd0348190baab794f613c71bf |
completed | May 9, 2026, 11:14 p.m. |
Created at: April 10, 2026, 4:53 a.m.