Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005017

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006189

distance 0.163 · cross-district

#2 · Nandedcell 4850003956

distance 0.194 · cross-district

#3 · Sanglicell 4930001949

distance 0.208

#4 · Dharashivcell 4880002490

distance 0.21 · cross-district

#5 · Nandedcell 4850008848

distance 0.212 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000172

distance 0.215 · cross-district

#7 · Sanglicell 4930005274

distance 0.216

#8 · Laturcell 4810001304

distance 0.217 · cross-district

#9 · Nagpurcell 4840007265

distance 0.218 · cross-district

#10 · Dharashivcell 4880002883

distance 0.22 · cross-district

#11 · Dharashivcell 4880002007

distance 0.221 · cross-district

#12 · Laturcell 4810001683

distance 0.223 · cross-district

#13 · Laturcell 4810000488

distance 0.227 · cross-district

#14 · Dharashivcell 4880005259

distance 0.23 · cross-district

#15 · Nandedcell 4850001465

distance 0.23 · cross-district

#16 · Parbhanicell 4890001188

distance 0.231 · cross-district

#17 · Dharashivcell 4880005060

distance 0.233 · cross-district

#18 · Dharashivcell 4880002434

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":493,"cluster_id":4930005017}}}'

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.