Bhārata Strata · Maharashtra · Nashik · morphological twins

Places like cell 4870013271

The MH-36 locality cells most similar to this Nashik cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870012780

distance 0.187

#2 · Nashikcell 4870011778

distance 0.206

#3 · Sataracell 4940007817

distance 0.237 · cross-district

#4 · Ahmednagarcell 4660011667

distance 0.24 · cross-district

#5 · Nashikcell 4870011280

distance 0.257

#6 · Sataracell 4940008016

distance 0.267 · cross-district

#7 · Punecell 4900003877

distance 0.271 · cross-district

#8 · Ahmednagarcell 4660012314

distance 0.274 · cross-district

#9 · Punecell 4900003899

distance 0.282 · cross-district

#10 · Ahmednagarcell 4660011985

distance 0.284 · cross-district

#11 · Nashikcell 4870002026

distance 0.285

#12 · Nashikcell 4870011774

distance 0.286

#13 · Nashikcell 4870007047

distance 0.288

#14 · Punecell 4900000901

distance 0.288 · cross-district

#15 · Nashikcell 4870009048

distance 0.291

#16 · Ahmednagarcell 4660012598

distance 0.297 · cross-district

#17 · Sataracell 4940008015

distance 0.298 · cross-district

#18 · Sataracell 4940008489

distance 0.299 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":487,"cluster_id":4870013271}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.