Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000278

The MH-36 locality cells most similar to this Nanded 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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002574

distance 0.232 · cross-district

#2 · Laturcell 4810004741

distance 0.236 · cross-district

#3 · Buldhanacell 4720001352

distance 0.236 · cross-district

#4 · Laturcell 4810001909

distance 0.251 · cross-district

#5 · Yavatmalcell 5000003113

distance 0.252 · cross-district

#6 · Buldhanacell 4720001809

distance 0.256 · cross-district

#7 · Laturcell 4810000634

distance 0.257 · cross-district

#8 · Beedcell 4700001016

distance 0.264 · cross-district

#9 · Yavatmalcell 5000003971

distance 0.268 · cross-district

#10 · Dharashivcell 4880000548

distance 0.269 · cross-district

#11 · Laturcell 4810003638

distance 0.269 · cross-district

#12 · Nandedcell 4850000359

distance 0.273

#13 · Laturcell 4810005203

distance 0.277 · cross-district

#14 · Beedcell 4700005293

distance 0.278 · cross-district

#15 · Laturcell 4810001704

distance 0.28 · cross-district

#16 · Laturcell 4810000069

distance 0.28 · cross-district

#17 · Buldhanacell 4720000582

distance 0.282 · cross-district

#18 · Jalnacell 4790002629

distance 0.283 · 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":485,"cluster_id":4850000278}}}'

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.