Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000734

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000347

distance 0.196

#2 · Solapurcell 4960007670

distance 0.204 · cross-district

#3 · Solapurcell 4960005971

distance 0.211 · cross-district

#4 · Solapurcell 4960007433

distance 0.222 · cross-district

#5 · Punecell 4900000329

distance 0.223

#6 · Nashikcell 4870005270

distance 0.224 · cross-district

#7 · Sataracell 4940008329

distance 0.232 · cross-district

#8 · Solapurcell 4960008141

distance 0.234 · cross-district

#9 · Punecell 4900001855

distance 0.234

#10 · Solapurcell 4960008572

distance 0.241 · cross-district

#11 · Sataracell 4940006690

distance 0.243 · cross-district

#12 · Solapurcell 4960005711

distance 0.248 · cross-district

#13 · Kolhapurcell 4800003788

distance 0.259 · cross-district

#14 · Sataracell 4940008015

distance 0.259 · cross-district

#15 · Nashikcell 4870007461

distance 0.26 · cross-district

#16 · Punecell 4900001616

distance 0.262

#17 · Solapurcell 4960009200

distance 0.267 · cross-district

#18 · Ahmednagarcell 4660010541

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":4900000734}}}'

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.