Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003700

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003016

distance 0.272

#2 · Sanglicell 4930002501

distance 0.296

#3 · Sanglicell 4930002504

distance 0.327

#4 · Sataracell 4940000223

distance 0.329 · cross-district

#5 · Sataracell 4940000181

distance 0.331 · cross-district

#6 · Sataracell 4940004842

distance 0.335 · cross-district

#7 · Sataracell 4940000370

distance 0.348 · cross-district

#8 · Sataracell 4940000281

distance 0.353 · cross-district

#9 · Sataracell 4940000154

distance 0.354 · cross-district

#10 · Sataracell 4940000319

distance 0.357 · cross-district

#11 · Sataracell 4940003443

distance 0.362 · cross-district

#12 · Sataracell 4940001180

distance 0.365 · cross-district

#13 · Sataracell 4940000779

distance 0.376 · cross-district

#14 · Sanglicell 4930005878

distance 0.377

#15 · Sataracell 4940000889

distance 0.379 · cross-district

#16 · Sanglicell 4930000903

distance 0.383

#17 · Sataracell 4940004485

distance 0.383 · cross-district

#18 · Ahmednagarcell 4660014005

distance 0.389 · 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":4930003700}}}'

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.