Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001347

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001615

distance 0.193

#2 · Beedcell 4700002287

distance 0.193 · cross-district

#3 · Solapurcell 4960011567

distance 0.208 · cross-district

#4 · Ahmednagarcell 4660001977

distance 0.217 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003556

distance 0.24 · cross-district

#6 · Solapurcell 4960009477

distance 0.245 · cross-district

#7 · Punecell 4900001216

distance 0.251

#8 · Jalgaoncell 4780007721

distance 0.254 · cross-district

#9 · Punecell 4900007018

distance 0.254

#10 · Beedcell 4700001223

distance 0.256 · cross-district

#11 · Sataracell 4940000997

distance 0.259 · cross-district

#12 · Nashikcell 4870004833

distance 0.26 · cross-district

#13 · Solapurcell 4960009581

distance 0.265 · cross-district

#14 · Jalgaoncell 4780007103

distance 0.266 · cross-district

#15 · Punecell 4900003220

distance 0.266

#16 · Punecell 4900008320

distance 0.269

#17 · Ahmednagarcell 4660002766

distance 0.269 · cross-district

#18 · Ahmednagarcell 4660001141

distance 0.27 · 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":4900001347}}}'

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.