Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000621

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001085

distance 0.124

#2 · Punecell 4900001192

distance 0.15

#3 · Sataracell 4940008532

distance 0.156 · cross-district

#4 · Solapurcell 4960009381

distance 0.158 · cross-district

#5 · Punecell 4900001327

distance 0.162

#6 · Punecell 4900000194

distance 0.166

#7 · Solapurcell 4960006759

distance 0.176 · cross-district

#8 · Sataracell 4940008444

distance 0.178 · cross-district

#9 · Solapurcell 4960006242

distance 0.181 · cross-district

#10 · Punecell 4900000057

distance 0.182

#11 · Solapurcell 4960009383

distance 0.185 · cross-district

#12 · Sataracell 4940008445

distance 0.19 · cross-district

#13 · Punecell 4900000018

distance 0.191

#14 · Punecell 4900001594

distance 0.194

#15 · Sataracell 4940008526

distance 0.201 · cross-district

#16 · Punecell 4900002186

distance 0.202

#17 · Solapurcell 4960007435

distance 0.202 · cross-district

#18 · Punecell 4900000520

distance 0.203

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":4900000621}}}'

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.