Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002602

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001301

distance 0.133

#2 · Punecell 4900001312

distance 0.191

#3 · Sataracell 4940007722

distance 0.194 · cross-district

#4 · Sataracell 4940008592

distance 0.201 · cross-district

#5 · Punecell 4900001688

distance 0.223

#6 · Punecell 4900006161

distance 0.236

#7 · Sataracell 4940004709

distance 0.237 · cross-district

#8 · Nashikcell 4870003001

distance 0.247 · cross-district

#9 · Sataracell 4940005953

distance 0.249 · cross-district

#10 · Kolhapurcell 4800005039

distance 0.258 · cross-district

#11 · Sataracell 4940008834

distance 0.259 · cross-district

#12 · Kolhapurcell 4800004610

distance 0.261 · cross-district

#13 · Nashikcell 4870001118

distance 0.266 · cross-district

#14 · Punecell 4900002641

distance 0.267

#15 · Punecell 4900004463

distance 0.268

#16 · Punecell 4900000469

distance 0.272

#17 · Nashikcell 4870010454

distance 0.274 · cross-district

#18 · Nashikcell 4870001277

distance 0.276 · 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":4900002602}}}'

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.