Triple
T4832623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gutenberg |
E107978
|
entity |
| Predicate | writtenIn |
P12727
|
FINISHED |
| Object |
React
React is a popular open-source JavaScript library developed by Facebook for building fast, component-based user interfaces, especially for single-page web applications.
|
E24480
|
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: React | Statement: [Gutenberg, writtenIn, React]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: React Context triple: [Gutenberg, writtenIn, React]
-
A.
React
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
-
B.
React Native
React Native is a JavaScript framework developed by Meta for building native mobile applications for iOS and Android using React components.
-
C.
Next.js
Next.js is a popular React-based framework for building server-rendered and statically generated web applications with features like routing, API routes, and performance optimizations built in.
-
D.
Vue.js
Vue.js is a progressive JavaScript framework for building user interfaces and single-page applications with a focus on simplicity and reactive data binding.
-
E.
elm-reactor
elm-reactor is a development tool for the Elm language that provides a local web server and live-reloading interface for quickly building and testing Elm applications.
- 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: React Triple: [Gutenberg, writtenIn, React]
Generated description
React is a popular open-source JavaScript library developed by Facebook for building fast, component-based user interfaces, especially for single-page web applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: React Target entity description: React is a popular open-source JavaScript library developed by Facebook for building fast, component-based user interfaces, especially for single-page web applications.
-
A.
React
chosen
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
-
B.
React Native
React Native is a JavaScript framework developed by Meta for building native mobile applications for iOS and Android using React components.
-
C.
Next.js
Next.js is a popular React-based framework for building server-rendered and statically generated web applications with features like routing, API routes, and performance optimizations built in.
-
D.
Vue.js
Vue.js is a progressive JavaScript framework for building user interfaces and single-page applications with a focus on simplicity and reactive data binding.
-
E.
elm-reactor
elm-reactor is a development tool for the Elm language that provides a local web server and live-reloading interface for quickly building and testing Elm applications.
- F. None of above.
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_69bd43fac8188190803f0327190621e4 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cc924e08190b03a7541c629aff9 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4dd744688190a420580e3a8332ff |
completed | March 21, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69be4e764b60819097aace8e7321dc0c |
completed | March 21, 2026, 7:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4ef7c3e081909c74a573058810f0 |
completed | March 21, 2026, 7:55 a.m. |
Created at: March 20, 2026, 1:24 p.m.