Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002998

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003084

distance 0.145

#2 · Jalgaoncell 4780009017

distance 0.158 · cross-district

#3 · Nandedcell 4850002814

distance 0.159

#4 · Beedcell 4700001803

distance 0.166 · cross-district

#5 · Nandedcell 4850002051

distance 0.168

#6 · Nandedcell 4850002997

distance 0.168

#7 · Nandedcell 4850001369

distance 0.184

#8 · Nandedcell 4850001511

distance 0.19

#9 · Laturcell 4810006035

distance 0.191 · cross-district

#10 · Yavatmalcell 5000003625

distance 0.195 · cross-district

#11 · Beedcell 4700002239

distance 0.197 · cross-district

#12 · Nandedcell 4850003677

distance 0.198

#13 · Nandedcell 4850004316

distance 0.199

#14 · Nandedcell 4850003360

distance 0.201

#15 · Nandedcell 4850003988

distance 0.202

#16 · Laturcell 4810004906

distance 0.202 · cross-district

#17 · Beedcell 4700002280

distance 0.203 · cross-district

#18 · Nandedcell 4850002574

distance 0.204

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":4850002998}}}'

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.