Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001016

The MH-36 locality cells most similar to this Satara 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001137

distance 0.153

#2 · Sanglicell 4930005883

distance 0.164 · cross-district

#3 · Sanglicell 4930005082

distance 0.182 · cross-district

#4 · Sanglicell 4930006338

distance 0.188 · cross-district

#5 · Sanglicell 4930006463

distance 0.192 · cross-district

#6 · Sanglicell 4930005825

distance 0.194 · cross-district

#7 · Sataracell 4940002116

distance 0.199

#8 · Sanglicell 4930005906

distance 0.2 · cross-district

#9 · Sanglicell 4930005190

distance 0.202 · cross-district

#10 · Sanglicell 4930006770

distance 0.204 · cross-district

#11 · Sanglicell 4930006548

distance 0.204 · cross-district

#12 · Sataracell 4940002451

distance 0.205

#13 · Sanglicell 4930006344

distance 0.209 · cross-district

#14 · Sanglicell 4930006477

distance 0.211 · cross-district

#15 · Sanglicell 4930004804

distance 0.212 · cross-district

#16 · Kolhapurcell 4800005311

distance 0.214 · cross-district

#17 · Sanglicell 4930006518

distance 0.214 · cross-district

#18 · Sataracell 4940001074

distance 0.214

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":494,"cluster_id":4940001016}}}'

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.