Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004637

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004496

distance 0.25

#2 · Sataracell 4940000542

distance 0.268 · cross-district

#3 · Sataracell 4940000412

distance 0.284 · cross-district

#4 · Sataracell 4940000372

distance 0.285 · cross-district

#5 · Sanglicell 4930004347

distance 0.289

#6 · Sanglicell 4930004348

distance 0.297

#7 · Sanglicell 4930004196

distance 0.303

#8 · Sanglicell 4930004214

distance 0.304

#9 · Sataracell 4940000206

distance 0.304 · cross-district

#10 · Sanglicell 4930005345

distance 0.312

#11 · Chhatrapati Sambhajinagarcell 4690004721

distance 0.312 · cross-district

#12 · Sanglicell 4930004067

distance 0.312

#13 · Sanglicell 4930001520

distance 0.314

#14 · Sanglicell 4930006259

distance 0.315

#15 · Kolhapurcell 4800004953

distance 0.316 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004452

distance 0.316 · cross-district

#17 · Sataracell 4940001229

distance 0.318 · cross-district

#18 · Sataracell 4940000020

distance 0.319 · 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":4930004637}}}'

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.