Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006966

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001616

distance 0.106 · cross-district

#2 · Sataracell 4940003018

distance 0.119 · cross-district

#3 · Sataracell 4940002456

distance 0.13 · cross-district

#4 · Sataracell 4940003823

distance 0.138 · cross-district

#5 · Sataracell 4940003694

distance 0.152 · cross-district

#6 · Solapurcell 4960001400

distance 0.166 · cross-district

#7 · Sanglicell 4930006714

distance 0.171

#8 · Sataracell 4940003132

distance 0.177 · cross-district

#9 · Sanglicell 4930006048

distance 0.18

#10 · Sataracell 4940004428

distance 0.187 · cross-district

#11 · Sanglicell 4930006997

distance 0.187

#12 · Solapurcell 4960003912

distance 0.189 · cross-district

#13 · Sataracell 4940002346

distance 0.192 · cross-district

#14 · Sanglicell 4930005541

distance 0.196

#15 · Sanglicell 4930006642

distance 0.198

#16 · Solapurcell 4960003917

distance 0.199 · cross-district

#17 · Sanglicell 4930005322

distance 0.199

#18 · Solapurcell 4960003776

distance 0.201 · 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":4930006966}}}'

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.