Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000016

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008493

distance 0.161 · cross-district

#2 · Punecell 4900000426

distance 0.185

#3 · Punecell 4900001053

distance 0.199

#4 · Punecell 4900001725

distance 0.203

#5 · Punecell 4900000945

distance 0.207

#6 · Solapurcell 4960006639

distance 0.207 · cross-district

#7 · Sataracell 4940007919

distance 0.208 · cross-district

#8 · Nashikcell 4870004563

distance 0.21 · cross-district

#9 · Nashikcell 4870004123

distance 0.21 · cross-district

#10 · Punecell 4900001348

distance 0.211

#11 · Solapurcell 4960005708

distance 0.213 · cross-district

#12 · Punecell 4900001868

distance 0.215

#13 · Solapurcell 4960004365

distance 0.218 · cross-district

#14 · Punecell 4900000835

distance 0.219

#15 · Solapurcell 4960006890

distance 0.22 · cross-district

#16 · Punecell 4900000624

distance 0.22

#17 · Solapurcell 4960004968

distance 0.221 · cross-district

#18 · Nashikcell 4870003407

distance 0.221 · 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":4900000016}}}'

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.