Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006822

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 4 distinct districts

Index confidence

0.92

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 · Sanglicell 4930006772

distance 0.192

#2 · Sataracell 4940001711

distance 0.193 · cross-district

#3 · Sanglicell 4930006626

distance 0.198

#4 · Sataracell 4940003475

distance 0.198 · cross-district

#5 · Kolhapurcell 4800005396

distance 0.202 · cross-district

#6 · Sanglicell 4930006987

distance 0.202

#7 · Kolhapurcell 4800005048

distance 0.209 · cross-district

#8 · Sanglicell 4930006985

distance 0.213

#9 · Sataracell 4940003944

distance 0.222 · cross-district

#10 · Solapurcell 4960010561

distance 0.223 · cross-district

#11 · Sataracell 4940003582

distance 0.224 · cross-district

#12 · Kolhapurcell 4800005313

distance 0.227 · cross-district

#13 · Kolhapurcell 4800005211

distance 0.229 · cross-district

#14 · Sanglicell 4930006713

distance 0.229

#15 · Sataracell 4940003367

distance 0.23 · cross-district

#16 · Solapurcell 4960003261

distance 0.23 · cross-district

#17 · Solapurcell 4960010784

distance 0.232 · cross-district

#18 · Sataracell 4940002451

distance 0.232 · 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":4930006822}}}'

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.