Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001850

The MH-36 locality cells most similar to this Pune 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004318

distance 0.142

#2 · Punecell 4900002494

distance 0.169

#3 · Solapurcell 4960005968

distance 0.191 · cross-district

#4 · Sataracell 4940008837

distance 0.201 · cross-district

#5 · Nashikcell 4870002645

distance 0.203 · cross-district

#6 · Ahmednagarcell 4660013783

distance 0.203 · cross-district

#7 · Nashikcell 4870001598

distance 0.208 · cross-district

#8 · Nashikcell 4870003007

distance 0.216 · cross-district

#9 · Nashikcell 4870002033

distance 0.217 · cross-district

#10 · Punecell 4900006051

distance 0.217

#11 · Nashikcell 4870002897

distance 0.221 · cross-district

#12 · Nashikcell 4870001583

distance 0.224 · cross-district

#13 · Solapurcell 4960006238

distance 0.225 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004234

distance 0.228 · cross-district

#15 · Punecell 4900004461

distance 0.229

#16 · Nashikcell 4870002762

distance 0.231 · cross-district

#17 · Ahmednagarcell 4660014159

distance 0.231 · cross-district

#18 · Punecell 4900001218

distance 0.232

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":490,"cluster_id":4900001850}}}'

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.