Triple

T5964623
Position Surface form Disambiguated ID Type / Status
Subject React Router E132720 entity
Predicate hasHook P24936 FINISHED
Object useSearchParams
useSearchParams is a React Router hook that lets components read and update the URL’s query string parameters in a declarative way.
 E132720 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: useSearchParams | Statement: [React Router, hasHook, useSearchParams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: useSearchParams
Context triple: [React Router, hasHook, useSearchParams]
  • A. React Router
    React Router is a popular routing library for React applications that enables declarative, client-side navigation and URL management in single-page apps.
  • B. Redux Toolkit
    Redux Toolkit is the official, opinionated toolset for efficient Redux development, providing simplified APIs and best practices for state management in JavaScript applications.
  • C. Cofiroute
    Cofiroute is a French toll road concession company that finances, builds, and operates motorway and tunnel infrastructure.
  • D. Brave Search
    Brave Search is a privacy-focused, independent search engine developed by Brave that emphasizes user anonymity and reduced tracking.
  • E. ForwArd Search ExpeRiment
    ForwArd Search ExpeRiment (FASER) is a particle physics detector at CERN’s Large Hadron Collider designed to search for light, weakly interacting particles produced in the forward direction of high-energy proton–proton collisions.
  • 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: useSearchParams
Triple: [React Router, hasHook, useSearchParams]
Generated description
useSearchParams is a React Router hook that lets components read and update the URL’s query string parameters in a declarative way.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: useSearchParams
Target entity description: useSearchParams is a React Router hook that lets components read and update the URL’s query string parameters in a declarative way.
  • A. React Router chosen
    React Router is a popular routing library for React applications that enables declarative, client-side navigation and URL management in single-page apps.
  • B. Redux Toolkit
    Redux Toolkit is the official, opinionated toolset for efficient Redux development, providing simplified APIs and best practices for state management in JavaScript applications.
  • C. Cofiroute
    Cofiroute is a French toll road concession company that finances, builds, and operates motorway and tunnel infrastructure.
  • D. Brave Search
    Brave Search is a privacy-focused, independent search engine developed by Brave that emphasizes user anonymity and reduced tracking.
  • E. ForwArd Search ExpeRiment
    ForwArd Search ExpeRiment (FASER) is a particle physics detector at CERN’s Large Hadron Collider designed to search for light, weakly interacting particles produced in the forward direction of high-energy proton–proton collisions.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a0240cc81909d7c75c7e6d630f7 completed March 22, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3f32e8481908a6075684287c412 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0ebfa3a9c81908a183f995350366b completed March 23, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0ec61672c8190b98cead75cac84d5 completed March 23, 2026, 7:31 a.m.
Created at: March 22, 2026, 4:03 p.m.