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Paper Citation Record · LEDGER

Dukawalla: Voice Interfaces for Small Businesses in Africa

As of 16 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 1 inbound Pith citation observation for arXiv:2505.05170.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.05170 v1

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:13:43.111689Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:13:43.111689Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-15T23:13:43.189097Z

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 77238d70-19da-4b05-8688-8ee8eff2aba8 · outbound

This paper cites Ankrah, Stephanie Nyairo, Mercy Muchai, Kagonya Awori, Millicent Ochieng, Mark Kariuki, and Jacki O’Neill.

Dukawalla: Voice Interfaces for Small Businesses in Africa Ankrah, Stephanie Nyairo, Mercy Muchai, Kagonya Awori, Millicent Ochieng, Mark Kariuki, and Jacki O’Neill

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:13:43.210799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:13:43.048647Z digest=sha256:88985fd9132aab5a29107ec720406db13fa44a6b5857a343e406ac45f918d864

Observation 0077df26-6eba-4aed-9966-5f7f4b2110bc · outbound

This paper cites Dukawalla: Voice Interfaces for Small Businesses in Africa.

Dukawalla: Voice Interfaces for Small Businesses in Africa Dukawalla: Voice Interfaces for Small Businesses in Africa

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T23:13:43.194941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:13:43.111689Z digest=sha256:9d9ac3957af1a4f3d6a940401406717a87a58f73df0d4593778f9ccb5070fe96

Pith citing papers

Observation 0077df26-6eba-4aed-9966-5f7f4b2110bc · inbound

Dukawalla: Voice Interfaces for Small Businesses in Africa cites this paper.

Dukawalla: Voice Interfaces for Small Businesses in Africa Dukawalla: Voice Interfaces for Small Businesses in Africa

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T23:13:43.194941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:13:43.111689Z digest=sha256:9d9ac3957af1a4f3d6a940401406717a87a58f73df0d4593778f9ccb5070fe96