Triple
T14282159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schengen Borders Code |
E354075
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Return Directive
The Return Directive is a European Union law that sets common standards and procedures for returning non-EU nationals who are staying irregularly in member states.
|
E1089412
|
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: Return Directive | Statement: [Schengen Borders Code, relatedTo, Return Directive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Return Directive Context triple: [Schengen Borders Code, relatedTo, Return Directive]
-
A.
Nostoi (Returns)
Nostoi (Returns) is a lost ancient Greek epic poem that recounted the homeward journeys of various Greek heroes after the Trojan War, serving as a narrative bridge between the Iliad and the Odyssey.
-
B.
Return to Sender
"Return to Sender" is a young adult novel by Julia Alvarez that explores themes of immigration, family, and cultural identity through the story of a Vermont farm boy and the undocumented Mexican family working for his parents.
-
C.
RET
RET is a public transport company operating buses, trams, and metro services in and around Rotterdam in the Netherlands.
-
D.
Return to Reason
Return to Reason is a philosophical work by Stephen Toulmin that critiques the dominance of abstract rationalism in modern thought and argues for a more practical, context-sensitive conception of reason.
-
E.
Return to Reason
Return to Reason is a 1923 experimental short film by Man Ray that exemplifies his avant-garde, Dadaist approach through abstract imagery and innovative camera techniques.
- 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: Return Directive Triple: [Schengen Borders Code, relatedTo, Return Directive]
Generated description
The Return Directive is a European Union law that sets common standards and procedures for returning non-EU nationals who are staying irregularly in member states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Return Directive Target entity description: The Return Directive is a European Union law that sets common standards and procedures for returning non-EU nationals who are staying irregularly in member states.
-
A.
Nostoi (Returns)
Nostoi (Returns) is a lost ancient Greek epic poem that recounted the homeward journeys of various Greek heroes after the Trojan War, serving as a narrative bridge between the Iliad and the Odyssey.
-
B.
Return to Sender
"Return to Sender" is a young adult novel by Julia Alvarez that explores themes of immigration, family, and cultural identity through the story of a Vermont farm boy and the undocumented Mexican family working for his parents.
-
C.
RET
RET is a public transport company operating buses, trams, and metro services in and around Rotterdam in the Netherlands.
-
D.
Return to Reason
Return to Reason is a philosophical work by Stephen Toulmin that critiques the dominance of abstract rationalism in modern thought and argues for a more practical, context-sensitive conception of reason.
-
E.
Return to Reason
Return to Reason is a 1923 experimental short film by Man Ray that exemplifies his avant-garde, Dadaist approach through abstract imagery and innovative camera techniques.
- 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_69d8278d25148190abf1a8c8f5f533ad |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de697b5e8081908e5b91a3a1c55df9 |
completed | April 14, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3272c11c819091b1ffbfa1ee7457 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd3325e8448190960da169f7f9fe40 |
completed | May 8, 2026, 12:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd33fd92608190a0dcaaafe0cfc51a |
completed | May 8, 2026, 12:53 a.m. |
Created at: April 10, 2026, 1:10 a.m.