Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002452

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005329

distance 0.184

#2 · Nandedcell 4850003961

distance 0.2

#3 · Nandedcell 4850005851

distance 0.207

#4 · Hingolicell 4770000115

distance 0.207 · cross-district

#5 · Laturcell 4810003407

distance 0.213 · cross-district

#6 · Parbhanicell 4890001612

distance 0.214 · cross-district

#7 · Laturcell 4810003110

distance 0.228 · cross-district

#8 · Laturcell 4810003303

distance 0.234 · cross-district

#9 · Nandedcell 4850006256

distance 0.237

#10 · Dhulecell 4740001166

distance 0.238 · cross-district

#11 · Laturcell 4810005015

distance 0.238 · cross-district

#12 · Nandedcell 4850005769

distance 0.24

#13 · Solapurcell 4960010595

distance 0.24 · cross-district

#14 · Nandedcell 4850004522

distance 0.24

#15 · Hingolicell 4770000250

distance 0.24 · cross-district

#16 · Jalnacell 4790002875

distance 0.241 · cross-district

#17 · Nandedcell 4850005055

distance 0.242

#18 · Laturcell 4810004419

distance 0.244 · 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":4850002452}}}'

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.