Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006667

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006799

distance 0.157

#2 · Sanglicell 4930006672

distance 0.177

#3 · Sataracell 4940002528

distance 0.201 · cross-district

#4 · Sataracell 4940002067

distance 0.22 · cross-district

#5 · Sanglicell 4930006673

distance 0.225

#6 · Sataracell 4940002415

distance 0.225 · cross-district

#7 · Sataracell 4940002846

distance 0.227 · cross-district

#8 · Sataracell 4940003662

distance 0.24 · cross-district

#9 · Sataracell 4940002964

distance 0.248 · cross-district

#10 · Sanglicell 4930006671

distance 0.249

#11 · Sataracell 4940003313

distance 0.25 · cross-district

#12 · Sataracell 4940003780

distance 0.252 · cross-district

#13 · Sataracell 4940003776

distance 0.256 · cross-district

#14 · Sanglicell 4930006597

distance 0.257

#15 · Sataracell 4940001370

distance 0.258 · cross-district

#16 · Sanglicell 4930007004

distance 0.258

#17 · Sataracell 4940002296

distance 0.26 · cross-district

#18 · Sataracell 4940003661

distance 0.269 · 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":4930006667}}}'

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.