Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006678

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001886

distance 0.15 · cross-district

#2 · Sataracell 4940002095

distance 0.197 · cross-district

#3 · Sataracell 4940002438

distance 0.222 · cross-district

#4 · Sataracell 4940003554

distance 0.236 · cross-district

#5 · Sataracell 4940003905

distance 0.257 · cross-district

#6 · Sataracell 4940001989

distance 0.264 · cross-district

#7 · Sataracell 4940005519

distance 0.266 · cross-district

#8 · Solapurcell 4960006883

distance 0.267 · cross-district

#9 · Solapurcell 4960006751

distance 0.268 · cross-district

#10 · Nashikcell 4870009884

distance 0.281 · cross-district

#11 · Sataracell 4940002004

distance 0.283 · cross-district

#12 · Nashikcell 4870009896

distance 0.285 · cross-district

#13 · Sataracell 4940004615

distance 0.286 · cross-district

#14 · Nashikcell 4870004404

distance 0.286 · cross-district

#15 · Nashikcell 4870009191

distance 0.288 · cross-district

#16 · Sataracell 4940002889

distance 0.293 · cross-district

#17 · Sanglicell 4930004066

distance 0.293

#18 · Ahmednagarcell 4660013547

distance 0.294 · 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":4930006678}}}'

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.