Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000477

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

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005647

distance 0.209 · cross-district

#2 · Punecell 4900001081

distance 0.215

#3 · Punecell 4900000722

distance 0.22

#4 · Punecell 4900000328

distance 0.231

#5 · Punecell 4900000729

distance 0.232

#6 · Sataracell 4940008910

distance 0.237 · cross-district

#7 · Kolhapurcell 4800004448

distance 0.238 · cross-district

#8 · Punecell 4900001074

distance 0.241

#9 · Jalgaoncell 4780008441

distance 0.241 · cross-district

#10 · Jalgaoncell 4780007973

distance 0.245 · cross-district

#11 · Punecell 4900000036

distance 0.245

#12 · Jalgaoncell 4780008208

distance 0.246 · cross-district

#13 · Punecell 4900000194

distance 0.247

#14 · Nashikcell 4870003257

distance 0.249 · cross-district

#15 · Sataracell 4940006156

distance 0.251 · cross-district

#16 · Solapurcell 4960008765

distance 0.252 · cross-district

#17 · Punecell 4900000615

distance 0.252

#18 · Sataracell 4940008940

distance 0.254 · 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":4900000477}}}'

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.