Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008320

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002747

distance 0.183 · cross-district

#2 · Nashikcell 4870007903

distance 0.206 · cross-district

#3 · Beedcell 4700003306

distance 0.212 · cross-district

#4 · Solapurcell 4960010208

distance 0.214 · cross-district

#5 · Solapurcell 4960001067

distance 0.217 · cross-district

#6 · Solapurcell 4960004058

distance 0.218 · cross-district

#7 · Punecell 4900001569

distance 0.22

#8 · Nashikcell 4870007044

distance 0.221 · cross-district

#9 · Punecell 4900008763

distance 0.224

#10 · Ahmednagarcell 4660000508

distance 0.226 · cross-district

#11 · Ahmednagarcell 4660011678

distance 0.226 · cross-district

#12 · Solapurcell 4960002959

distance 0.227 · cross-district

#13 · Nashikcell 4870005705

distance 0.227 · cross-district

#14 · Nashikcell 4870007043

distance 0.229 · cross-district

#15 · Sanglicell 4930007127

distance 0.23 · cross-district

#16 · Sanglicell 4930006259

distance 0.232 · cross-district

#17 · Kolhapurcell 4800005214

distance 0.233 · cross-district

#18 · Nashikcell 4870003295

distance 0.234 · 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":4900008320}}}'

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.