Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006689

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003563

distance 0.189 · cross-district

#2 · Sataracell 4940002101

distance 0.191 · cross-district

#3 · Sataracell 4940003790

distance 0.195 · cross-district

#4 · Sataracell 4940001884

distance 0.198 · cross-district

#5 · Sataracell 4940005878

distance 0.206 · cross-district

#6 · Sataracell 4940001689

distance 0.209 · cross-district

#7 · Sataracell 4940003212

distance 0.213 · cross-district

#8 · Sataracell 4940005518

distance 0.216 · cross-district

#9 · Sataracell 4940001521

distance 0.218 · cross-district

#10 · Sanglicell 4930006690

distance 0.222

#11 · Sataracell 4940005159

distance 0.224 · cross-district

#12 · Sanglicell 4930006615

distance 0.227

#13 · Sataracell 4940002997

distance 0.228 · cross-district

#14 · Sanglicell 4930006757

distance 0.228

#15 · Sanglicell 4930006753

distance 0.228

#16 · Sataracell 4940002892

distance 0.229 · cross-district

#17 · Sataracell 4940004743

distance 0.229 · cross-district

#18 · Sanglicell 4930001666

distance 0.229

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":4930006689}}}'

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.