Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001430

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001867

distance 0.13

#2 · Nandedcell 4850002206

distance 0.16

#3 · Beedcell 4700008454

distance 0.163 · cross-district

#4 · Jalnacell 4790001544

distance 0.173 · cross-district

#5 · Nandedcell 4850001958

distance 0.177

#6 · Beedcell 4700008662

distance 0.178 · cross-district

#7 · Nandedcell 4850001652

distance 0.188

#8 · Jalnacell 4790000546

distance 0.194 · cross-district

#9 · Nandedcell 4850002297

distance 0.195

#10 · Jalnacell 4790000475

distance 0.195 · cross-district

#11 · Jalnacell 4790001861

distance 0.196 · cross-district

#12 · Nandedcell 4850000460

distance 0.197

#13 · Jalnacell 4790001705

distance 0.199 · cross-district

#14 · Jalnacell 4790001399

distance 0.199 · cross-district

#15 · Jalnacell 4790000825

distance 0.201 · cross-district

#16 · Washimcell 4990001183

distance 0.201 · cross-district

#17 · Jalnacell 4790002040

distance 0.202 · cross-district

#18 · Washimcell 4990001954

distance 0.202 · 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":4850001430}}}'

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.