Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000057

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009381

distance 0.157 · cross-district

#2 · Punecell 4900000046

distance 0.161

#3 · Solapurcell 4960008476

distance 0.177 · cross-district

#4 · Punecell 4900000621

distance 0.182

#5 · Nashikcell 4870004416

distance 0.182 · cross-district

#6 · Punecell 4900000075

distance 0.183

#7 · Punecell 4900000035

distance 0.186

#8 · Punecell 4900001085

distance 0.19

#9 · Solapurcell 4960008496

distance 0.195 · cross-district

#10 · Solapurcell 4960007434

distance 0.201 · cross-district

#11 · Punecell 4900000123

distance 0.201

#12 · Solapurcell 4960006759

distance 0.205 · cross-district

#13 · Sataracell 4940008538

distance 0.207 · cross-district

#14 · Solapurcell 4960007032

distance 0.208 · cross-district

#15 · Solapurcell 4960007812

distance 0.21 · cross-district

#16 · Solapurcell 4960007426

distance 0.21 · cross-district

#17 · Solapurcell 4960006506

distance 0.212 · cross-district

#18 · Punecell 4900000010

distance 0.213

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":4900000057}}}'

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.