Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006184

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002458

distance 0.161 · cross-district

#2 · Beedcell 4700002617

distance 0.172 · cross-district

#3 · Solapurcell 4960002012

distance 0.176 · cross-district

#4 · Ahmednagarcell 4660000051

distance 0.18 · cross-district

#5 · Beedcell 4700005782

distance 0.183 · cross-district

#6 · Solapurcell 4960007847

distance 0.184 · cross-district

#7 · Punecell 4900005933

distance 0.184

#8 · Punecell 4900006655

distance 0.187

#9 · Solapurcell 4960007853

distance 0.187 · cross-district

#10 · Ahmednagarcell 4660002353

distance 0.192 · cross-district

#11 · Punecell 4900001339

distance 0.195

#12 · Ahmednagarcell 4660000222

distance 0.196 · cross-district

#13 · Dharashivcell 4880002975

distance 0.198 · cross-district

#14 · Beedcell 4700002284

distance 0.198 · cross-district

#15 · Ahmednagarcell 4660002153

distance 0.198 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000251

distance 0.199 · cross-district

#17 · Punecell 4900001346

distance 0.202

#18 · Solapurcell 4960012133

distance 0.203 · 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":490,"cluster_id":4900006184}}}'

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.