Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004031

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000036

distance 0.191 · cross-district

#2 · Sanglicell 4930005711

distance 0.193

#3 · Sataracell 4940000031

distance 0.202 · cross-district

#4 · Sataracell 4940000554

distance 0.212 · cross-district

#5 · Sataracell 4940000048

distance 0.227 · cross-district

#6 · Sataracell 4940000058

distance 0.231 · cross-district

#7 · Sataracell 4940000494

distance 0.237 · cross-district

#8 · Sataracell 4940000052

distance 0.243 · cross-district

#9 · Sanglicell 4930005875

distance 0.244

#10 · Sataracell 4940000310

distance 0.25 · cross-district

#11 · Sataracell 4940000067

distance 0.25 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004374

distance 0.255 · cross-district

#13 · Sanglicell 4930005949

distance 0.259

#14 · Sanglicell 4930006026

distance 0.259

#15 · Nashikcell 4870013403

distance 0.26 · cross-district

#16 · Sataracell 4940000415

distance 0.262 · cross-district

#17 · Amravaticell 4680009823

distance 0.263 · cross-district

#18 · Sataracell 4940000028

distance 0.263 · 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":4930004031}}}'

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.