Triple
T4555378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Symfony |
E120465
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Serializer
Serializer is a Symfony component that transforms PHP data structures and objects to and from formats like JSON, XML, and YAML for easy data exchange and storage.
|
E452815
|
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: Serializer | Statement: [Symfony, hasComponent, Serializer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serializer Context triple: [Symfony, hasComponent, Serializer]
-
A.
Seri
The Seri are an Indigenous people of northwestern Mexico, traditionally living along the Gulf of California coast and known for their rich maritime culture, distinctive language, and artisanal crafts.
-
B.
SERT
SERT is the abbreviation for the Special Emergency Reaction Team, a specialized law enforcement unit trained to respond to high-risk and critical incidents.
-
C.
Jakarta JSON Binding
Jakarta JSON Binding is a Jakarta EE specification that defines a standard API for converting Java objects to and from JSON.
-
D.
JSON
JSON (JavaScript Object Notation) is a lightweight, text-based data interchange format widely used for transmitting structured data in web APIs and configuration files.
-
E.
Adapter
Adapter is a structural design pattern that allows incompatible interfaces to work together by converting the interface of one class into an interface expected by clients.
- 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: Serializer Triple: [Symfony, hasComponent, Serializer]
Generated description
Serializer is a Symfony component that transforms PHP data structures and objects to and from formats like JSON, XML, and YAML for easy data exchange and storage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serializer Target entity description: Serializer is a Symfony component that transforms PHP data structures and objects to and from formats like JSON, XML, and YAML for easy data exchange and storage.
-
A.
Seri
The Seri are an Indigenous people of northwestern Mexico, traditionally living along the Gulf of California coast and known for their rich maritime culture, distinctive language, and artisanal crafts.
-
B.
SERT
SERT is the abbreviation for the Special Emergency Reaction Team, a specialized law enforcement unit trained to respond to high-risk and critical incidents.
-
C.
Jakarta JSON Binding
Jakarta JSON Binding is a Jakarta EE specification that defines a standard API for converting Java objects to and from JSON.
-
D.
JSON
JSON (JavaScript Object Notation) is a lightweight, text-based data interchange format widely used for transmitting structured data in web APIs and configuration files.
-
E.
Adapter
Adapter is a structural design pattern that allows incompatible interfaces to work together by converting the interface of one class into an interface expected by clients.
- 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd5813af948190b10b02dadf6496bf |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc57d59f88190857cbda79caf3c38 |
completed | March 20, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69bdc8a14ca88190b4104c113e150edd |
completed | March 20, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc95f7064819081c69df00a869c31 |
completed | March 20, 2026, 10:25 p.m. |
Created at: March 20, 2026, 1:09 p.m.