Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006850

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001579

distance 0.192 · cross-district

#2 · Sataracell 4940002408

distance 0.193 · cross-district

#3 · Sataracell 4940001576

distance 0.219 · cross-district

#4 · Sataracell 4940001662

distance 0.235 · cross-district

#5 · Sataracell 4940001682

distance 0.238 · cross-district

#6 · Sataracell 4940002963

distance 0.24 · cross-district

#7 · Sataracell 4940001501

distance 0.245 · cross-district

#8 · Sataracell 4940003420

distance 0.246 · cross-district

#9 · Sanglicell 4930006746

distance 0.249

#10 · Sataracell 4940001498

distance 0.25 · cross-district

#11 · Sataracell 4940002284

distance 0.251 · cross-district

#12 · Sanglicell 4930006743

distance 0.255

#13 · Sanglicell 4930006851

distance 0.257

#14 · Sataracell 4940001979

distance 0.258 · cross-district

#15 · Sataracell 4940002190

distance 0.26 · cross-district

#16 · Sataracell 4940001663

distance 0.26 · cross-district

#17 · Sataracell 4940002191

distance 0.26 · cross-district

#18 · Sataracell 4940001371

distance 0.261 · 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":4930006850}}}'

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.