Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000233

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000492

distance 0.124

#2 · Punecell 4900000498

distance 0.13

#3 · Punecell 4900000232

distance 0.148

#4 · Punecell 4900000175

distance 0.148

#5 · Punecell 4900001063

distance 0.156

#6 · Punecell 4900001072

distance 0.16

#7 · Punecell 4900000334

distance 0.164

#8 · Punecell 4900000349

distance 0.165

#9 · Punecell 4900000199

distance 0.17

#10 · Punecell 4900000090

distance 0.171

#11 · Punecell 4900004460

distance 0.174

#12 · Punecell 4900000191

distance 0.177

#13 · Solapurcell 4960008151

distance 0.184 · cross-district

#14 · Punecell 4900000338

distance 0.185

#15 · Punecell 4900000279

distance 0.185

#16 · Punecell 4900000294

distance 0.186

#17 · Punecell 4900000196

distance 0.189

#18 · Punecell 4900000076

distance 0.191

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":4900000233}}}'

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.