Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000022

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005966

distance 0.153 · cross-district

#2 · Solapurcell 4960008280

distance 0.179 · cross-district

#3 · Punecell 4900000038

distance 0.188

#4 · Solapurcell 4960008480

distance 0.197 · cross-district

#5 · Punecell 4900000959

distance 0.206

#6 · Solapurcell 4960008283

distance 0.211 · cross-district

#7 · Punecell 4900000036

distance 0.225

#8 · Sataracell 4940008622

distance 0.23 · cross-district

#9 · Sataracell 4940008692

distance 0.23 · cross-district

#10 · Solapurcell 4960008391

distance 0.232 · cross-district

#11 · Punecell 4900000621

distance 0.237

#12 · Solapurcell 4960003097

distance 0.237 · cross-district

#13 · Punecell 4900001085

distance 0.238

#14 · Nashikcell 4870005704

distance 0.239 · cross-district

#15 · Punecell 4900001004

distance 0.241

#16 · Punecell 4900000476

distance 0.243

#17 · Sataracell 4940000823

distance 0.245 · cross-district

#18 · Nashikcell 4870007902

distance 0.247 · 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":4900000022}}}'

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.