Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003326

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003875

distance 0.101

#2 · Punecell 4900003459

distance 0.116

#3 · Punecell 4900002163

distance 0.123

#4 · Punecell 4900002462

distance 0.13

#5 · Punecell 4900001698

distance 0.131

#6 · Punecell 4900001723

distance 0.131

#7 · Punecell 4900002019

distance 0.135

#8 · Punecell 4900002473

distance 0.139

#9 · Punecell 4900002172

distance 0.152

#10 · Sataracell 4940007274

distance 0.154 · cross-district

#11 · Punecell 4900002489

distance 0.156

#12 · Sataracell 4940008097

distance 0.16 · cross-district

#13 · Solapurcell 4960007773

distance 0.16 · cross-district

#14 · Punecell 4900001334

distance 0.166

#15 · Sataracell 4940007275

distance 0.171 · cross-district

#16 · Punecell 4900001568

distance 0.174

#17 · Sataracell 4940007377

distance 0.174 · cross-district

#18 · Punecell 4900001292

distance 0.178

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":4900003326}}}'

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.