Triple
T11287390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paris Métro Line 13 |
E267231
|
entity |
| Predicate | hasModernizationProjects |
P51384
|
FINISHED |
| Object | signal upgrades |
—
|
LITERAL FINISHED |
How this triple was built (2 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: signal upgrades | Statement: [Paris Métro Line 13, hasModernizationProjects, signal upgrades]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasModernizationProjects Context triple: [Paris Métro Line 13, hasModernizationProjects, signal upgrades]
-
A.
implementedModernizationMeasures
Indicates that an entity has carried out specific actions or initiatives aimed at updating, improving, or modernizing another entity, system, or process.
-
B.
modernizationType
chosen
Indicates the specific kind or category of modernization applied to an entity or system.
-
C.
modernizationPriority
Indicates the relative importance or urgency assigned to updating, improving, or replacing something with more modern methods, technologies, or standards.
-
D.
hasRoadImprovementProject
Indicates that there is a planned, ongoing, or completed project aimed at improving or upgrading a road or roadway infrastructure between the related entities.
-
E.
modernizationPurpose
Indicates that an action or change is carried out with the aim of updating, improving, or bringing something in line with contemporary standards, practices, or technologies.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e986b0f08190a414749eaa7f1a5d |
completed | April 9, 2026, 6:01 p.m. |
| PD | Predicate disambiguation | batch_69d787a240588190aa097298f951c915 |
completed | April 9, 2026, 11:04 a.m. |
Created at: April 8, 2026, 9:32 p.m.