Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006900

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002337

distance 0.06 · cross-district

#2 · Sataracell 4940002790

distance 0.084 · cross-district

#3 · Sataracell 4940002788

distance 0.102 · cross-district

#4 · Sataracell 4940001713

distance 0.114 · cross-district

#5 · Sataracell 4940003460

distance 0.116 · cross-district

#6 · Sanglicell 4930007029

distance 0.146

#7 · Sanglicell 4930006901

distance 0.149

#8 · Sataracell 4940001913

distance 0.157 · cross-district

#9 · Sanglicell 4930006937

distance 0.157

#10 · Sanglicell 4930006931

distance 0.16

#11 · Sataracell 4940003230

distance 0.161 · cross-district

#12 · Sataracell 4940002789

distance 0.168 · cross-district

#13 · Sataracell 4940001812

distance 0.17 · cross-district

#14 · Sataracell 4940002675

distance 0.171 · cross-district

#15 · Sataracell 4940003344

distance 0.172 · cross-district

#16 · Sanglicell 4930007052

distance 0.173

#17 · Sanglicell 4930005418

distance 0.174

#18 · Sanglicell 4930006832

distance 0.177

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":4930006900}}}'

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.