Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008321

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 5 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 · Punecell 4900005402

distance 0.145

#2 · Punecell 4900009305

distance 0.157

#3 · Punecell 4900002634

distance 0.16

#4 · Punecell 4900009199

distance 0.169

#5 · Punecell 4900005908

distance 0.172

#6 · Solapurcell 4960001176

distance 0.18 · cross-district

#7 · Punecell 4900007747

distance 0.182

#8 · Punecell 4900006036

distance 0.183

#9 · Solapurcell 4960002390

distance 0.184 · cross-district

#10 · Punecell 4900009716

distance 0.185

#11 · Punecell 4900005401

distance 0.186

#12 · Beedcell 4700005044

distance 0.186 · cross-district

#13 · Ahmednagarcell 4660001549

distance 0.188 · cross-district

#14 · Punecell 4900005255

distance 0.19

#15 · Punecell 4900004978

distance 0.191

#16 · Solapurcell 4960012126

distance 0.192 · cross-district

#17 · Sataracell 4940003233

distance 0.195 · cross-district

#18 · Beedcell 4700003132

distance 0.195 · 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":4900008321}}}'

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.