Triple
T22446690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dan Abramov |
E554878
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
React Hot Loader
React Hot Loader is a development tool for React that enables live-editing of components in real time without losing their state.
|
E1536618
|
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 Hot Loader | Statement: [Dan Abramov, notableWork, React Hot Loader]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: React Hot Loader Context triple: [Dan Abramov, notableWork, React Hot Loader]
-
A.
React DevTools
React DevTools is a browser extension and standalone tool that lets developers inspect, debug, and optimize React component trees and their state and props.
-
B.
React (Live)
"React (Live)" is a live performance recording of Ella Henderson’s song "React," showcasing her powerful vocals and emotive pop style.
-
C.
React (with Switch Disco)
"React (with Switch Disco)" is a dance-pop single by British singer Ella Henderson in collaboration with DJ duo Switch Disco, known for its club-ready production and catchy, emotive vocals.
-
D.
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.
-
E.
React
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web 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 Hot Loader Triple: [Dan Abramov, notableWork, React Hot Loader]
Generated description
React Hot Loader is a development tool for React that enables live-editing of components in real time without losing their state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: React Hot Loader Target entity description: React Hot Loader is a development tool for React that enables live-editing of components in real time without losing their state.
-
A.
React DevTools
React DevTools is a browser extension and standalone tool that lets developers inspect, debug, and optimize React component trees and their state and props.
-
B.
React (Live)
"React (Live)" is a live performance recording of Ella Henderson’s song "React," showcasing her powerful vocals and emotive pop style.
-
C.
React (with Switch Disco)
"React (with Switch Disco)" is a dance-pop single by British singer Ella Henderson in collaboration with DJ duo Switch Disco, known for its club-ready production and catchy, emotive vocals.
-
D.
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.
-
E.
React
React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
- 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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b4803908190990280ebd258cb03 |
completed | April 29, 2026, 1:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c7640fc8190a2dd1643a7c2a5b0 |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0cd3f7bc8190bdc1e241ea1c642f |
completed | May 18, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0d40e0c8819083a430e30dba1848 |
completed | May 18, 2026, 12:59 p.m. |
Created at: April 16, 2026, 8:47 p.m.