Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000222

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000195

distance 0.131

#2 · Punecell 4900000832

distance 0.144

#3 · Punecell 4900000265

distance 0.154

#4 · Punecell 4900000703

distance 0.161

#5 · Punecell 4900000408

distance 0.165

#6 · Punecell 4900000934

distance 0.168

#7 · Punecell 4900000495

distance 0.169

#8 · Punecell 4900000186

distance 0.173

#9 · Punecell 4900000823

distance 0.178

#10 · Punecell 4900001162

distance 0.178

#11 · Punecell 4900000394

distance 0.18

#12 · Punecell 4900000177

distance 0.182

#13 · Punecell 4900000419

distance 0.183

#14 · Sataracell 4940008613

distance 0.183 · cross-district

#15 · Sataracell 4940008531

distance 0.184 · cross-district

#16 · Sataracell 4940008233

distance 0.187 · cross-district

#17 · Punecell 4900004027

distance 0.187

#18 · Sataracell 4940008433

distance 0.187 · 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":4900000222}}}'

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.