Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006591

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001584

distance 0.119 · cross-district

#2 · Sataracell 4940001590

distance 0.165 · cross-district

#3 · Sataracell 4940002641

distance 0.17 · cross-district

#4 · Sataracell 4940001435

distance 0.174 · cross-district

#5 · Sataracell 4940001581

distance 0.18 · cross-district

#6 · Sataracell 4940001496

distance 0.181 · cross-district

#7 · Sataracell 4940002754

distance 0.184 · cross-district

#8 · Sataracell 4940002858

distance 0.186 · cross-district

#9 · Sataracell 4940003430

distance 0.193 · cross-district

#10 · Sanglicell 4930006798

distance 0.193

#11 · Sataracell 4940002285

distance 0.215 · cross-district

#12 · Sataracell 4940001365

distance 0.215 · cross-district

#13 · Sataracell 4940001306

distance 0.221 · cross-district

#14 · Sataracell 4940002226

distance 0.224 · cross-district

#15 · Sanglicell 4930006592

distance 0.23

#16 · Sataracell 4940003329

distance 0.232 · cross-district

#17 · Sataracell 4940001586

distance 0.237 · cross-district

#18 · Sataracell 4940002871

distance 0.238 · 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":4930006591}}}'

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.