Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000654

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008263

distance 0.112 · cross-district

#2 · Sataracell 4940008461

distance 0.123 · cross-district

#3 · Sataracell 4940006788

distance 0.187 · cross-district

#4 · Sataracell 4940007340

distance 0.201 · cross-district

#5 · Sataracell 4940007963

distance 0.214 · cross-district

#6 · Sataracell 4940008372

distance 0.22 · cross-district

#7 · Sataracell 4940008463

distance 0.222 · cross-district

#8 · Sataracell 4940008176

distance 0.227 · cross-district

#9 · Sataracell 4940008266

distance 0.229 · cross-district

#10 · Sataracell 4940007342

distance 0.229 · cross-district

#11 · Sataracell 4940006789

distance 0.229 · cross-district

#12 · Sataracell 4940008374

distance 0.232 · cross-district

#13 · Punecell 4900000259

distance 0.238

#14 · Sataracell 4940008277

distance 0.245 · cross-district

#15 · Sataracell 4940006802

distance 0.254 · cross-district

#16 · Punecell 4900003024

distance 0.255

#17 · Sataracell 4940008373

distance 0.269 · cross-district

#18 · Punecell 4900000550

distance 0.27

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":4900000654}}}'

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.