Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004732

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005872

distance 0.145 · cross-district

#2 · Punecell 4900002200

distance 0.158

#3 · Nashikcell 4870005728

distance 0.163 · cross-district

#4 · Punecell 4900002359

distance 0.174

#5 · Dharashivcell 4880002937

distance 0.175 · cross-district

#6 · Punecell 4900004874

distance 0.179

#7 · Chhatrapati Sambhajinagarcell 4690001939

distance 0.187 · cross-district

#8 · Punecell 4900007506

distance 0.188

#9 · Punecell 4900001871

distance 0.191

#10 · Punecell 4900005917

distance 0.193

#11 · Ahmednagarcell 4660003365

distance 0.195 · cross-district

#12 · Ahmednagarcell 4660001571

distance 0.195 · cross-district

#13 · Punecell 4900002029

distance 0.201

#14 · Punecell 4900007259

distance 0.203

#15 · Punecell 4900001330

distance 0.204

#16 · Ahmednagarcell 4660001848

distance 0.207 · cross-district

#17 · Ahmednagarcell 4660009404

distance 0.207 · cross-district

#18 · Solapurcell 4960011448

distance 0.207 · 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":4900004732}}}'

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.