Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003582

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003339

distance 0.091

#2 · Nandedcell 4850003585

distance 0.1

#3 · Nandedcell 4850003503

distance 0.101

#4 · Nandedcell 4850003424

distance 0.111

#5 · Nandedcell 4850003337

distance 0.111

#6 · Nandedcell 4850003340

distance 0.113

#7 · Nandedcell 4850001681

distance 0.122

#8 · Parbhanicell 4890000670

distance 0.126 · cross-district

#9 · Parbhanicell 4890000328

distance 0.126 · cross-district

#10 · Nandedcell 4850001754

distance 0.128

#11 · Parbhanicell 4890000726

distance 0.129 · cross-district

#12 · Nandedcell 4850001830

distance 0.129

#13 · Parbhanicell 4890000782

distance 0.13 · cross-district

#14 · Nandedcell 4850001831

distance 0.131

#15 · Nandedcell 4850003587

distance 0.132

#16 · Laturcell 4810005890

distance 0.133 · cross-district

#17 · Laturcell 4810005821

distance 0.134 · cross-district

#18 · Laturcell 4810006100

distance 0.137 · 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":4850003582}}}'

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.