Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006804

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002298

distance 0.097 · cross-district

#2 · Sataracell 4940002279

distance 0.157 · cross-district

#3 · Sataracell 4940002185

distance 0.161 · cross-district

#4 · Sataracell 4940001776

distance 0.168 · cross-district

#5 · Sataracell 4940001774

distance 0.174 · cross-district

#6 · Sataracell 4940002509

distance 0.19 · cross-district

#7 · Sataracell 4940001363

distance 0.191 · cross-district

#8 · Sataracell 4940002754

distance 0.196 · cross-district

#9 · Sataracell 4940002278

distance 0.205 · cross-district

#10 · Sanglicell 4930006739

distance 0.206

#11 · Sataracell 4940002753

distance 0.211 · cross-district

#12 · Sataracell 4940003309

distance 0.212 · cross-district

#13 · Sanglicell 4930006595

distance 0.221

#14 · Sataracell 4940002858

distance 0.222 · cross-district

#15 · Sataracell 4940001581

distance 0.224 · cross-district

#16 · Sanglicell 4930006681

distance 0.226

#17 · Sataracell 4940002869

distance 0.232 · cross-district

#18 · Sataracell 4940001590

distance 0.233 · 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":4930006804}}}'

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.