Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008281

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008874

distance 0.127

#2 · Nandedcell 4850008651

distance 0.131

#3 · Nandedcell 4850008885

distance 0.189

#4 · Yavatmalcell 5000001260

distance 0.2 · cross-district

#5 · Yavatmalcell 5000000214

distance 0.213 · cross-district

#6 · Nandedcell 4850008919

distance 0.213

#7 · Yavatmalcell 5000005381

distance 0.215 · cross-district

#8 · Hingolicell 4770000071

distance 0.224 · cross-district

#9 · Nandedcell 4850006937

distance 0.224

#10 · Nandedcell 4850007339

distance 0.225

#11 · Nandedcell 4850006870

distance 0.225

#12 · Hingolicell 4770000091

distance 0.233 · cross-district

#13 · Yavatmalcell 5000001162

distance 0.234 · cross-district

#14 · Nandedcell 4850006709

distance 0.236

#15 · Jalnacell 4790000349

distance 0.239 · cross-district

#16 · Yavatmalcell 5000002968

distance 0.239 · cross-district

#17 · Hingolicell 4770003804

distance 0.239 · cross-district

#18 · Yavatmalcell 5000001653

distance 0.24 · 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":4850008281}}}'

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.