Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002966

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003156

distance 0.122

#2 · Parbhanicell 4890000224

distance 0.136 · cross-district

#3 · Parbhanicell 4890000745

distance 0.145 · cross-district

#4 · Nandedcell 4850002965

distance 0.145

#5 · Nandedcell 4850003160

distance 0.148

#6 · Nandedcell 4850003890

distance 0.149

#7 · Nandedcell 4850002853

distance 0.15

#8 · Parbhanicell 4890000503

distance 0.15 · cross-district

#9 · Parbhanicell 4890000770

distance 0.151 · cross-district

#10 · Parbhanicell 4890000547

distance 0.155 · cross-district

#11 · Nandedcell 4850003667

distance 0.158

#12 · Parbhanicell 4890000704

distance 0.158 · cross-district

#13 · Nandedcell 4850002858

distance 0.159

#14 · Parbhanicell 4890000762

distance 0.159 · cross-district

#15 · Nandedcell 4850004174

distance 0.159

#16 · Parbhanicell 4890000595

distance 0.159 · cross-district

#17 · Parbhanicell 4890001196

distance 0.16 · cross-district

#18 · Parbhanicell 4890000719

distance 0.16 · 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":4850002966}}}'

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.