Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005140

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009837

distance 0.193 · cross-district

#2 · Punecell 4900005008

distance 0.198

#3 · Punecell 4900006043

distance 0.201

#4 · Punecell 4900002930

distance 0.222

#5 · Beedcell 4700005256

distance 0.225 · cross-district

#6 · Punecell 4900001485

distance 0.227

#7 · Solapurcell 4960006753

distance 0.229 · cross-district

#8 · Punecell 4900003079

distance 0.231

#9 · Sataracell 4940008017

distance 0.235 · cross-district

#10 · Punecell 4900006289

distance 0.24

#11 · Beedcell 4700000337

distance 0.254 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001171

distance 0.255 · cross-district

#13 · Nashikcell 4870006001

distance 0.257 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001984

distance 0.263 · cross-district

#15 · Solapurcell 4960011183

distance 0.263 · cross-district

#16 · Ahmednagarcell 4660012306

distance 0.266 · cross-district

#17 · Solapurcell 4960009962

distance 0.266 · cross-district

#18 · Solapurcell 4960009425

distance 0.267 · 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":4900005140}}}'

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.