Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960003372

The MH-36 locality cells most similar to this Solapur 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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007134

distance 0.157 · cross-district

#2 · Solapurcell 4960005110

distance 0.167

#3 · Sanglicell 4930006954

distance 0.173 · cross-district

#4 · Solapurcell 4960005113

distance 0.191

#5 · Kolhapurcell 4800004785

distance 0.194 · cross-district

#6 · Punecell 4900005661

distance 0.195 · cross-district

#7 · Solapurcell 4960009420

distance 0.2

#8 · Sataracell 4940008119

distance 0.209 · cross-district

#9 · Sataracell 4940008131

distance 0.209 · cross-district

#10 · Punecell 4900002038

distance 0.211 · cross-district

#11 · Solapurcell 4960004973

distance 0.211

#12 · Ahmednagarcell 4660007783

distance 0.213 · cross-district

#13 · Solapurcell 4960006499

distance 0.215

#14 · Solapurcell 4960006372

distance 0.217

#15 · Solapurcell 4960007971

distance 0.218

#16 · Sanglicell 4930004456

distance 0.219 · cross-district

#17 · Ahmednagarcell 4660002361

distance 0.221 · cross-district

#18 · Ahmednagarcell 4660000522

distance 0.221 · 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":496,"cluster_id":4960003372}}}'

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.