Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000033

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000024

distance 0.079

#2 · Nandedcell 4850000009

distance 0.105

#3 · Nandedcell 4850000071

distance 0.109

#4 · Nandedcell 4850000013

distance 0.121

#5 · Nandedcell 4850000025

distance 0.122

#6 · Nandedcell 4850000016

distance 0.127

#7 · Nandedcell 4850000100

distance 0.139

#8 · Akolacell 4670001507

distance 0.15 · cross-district

#9 · Akolacell 4670000980

distance 0.151 · cross-district

#10 · Akolacell 4670000900

distance 0.155 · cross-district

#11 · Washimcell 4990003816

distance 0.158 · cross-district

#12 · Washimcell 4990003789

distance 0.16 · cross-district

#13 · Washimcell 4990000619

distance 0.162 · cross-district

#14 · Akolacell 4670000921

distance 0.163 · cross-district

#15 · Akolacell 4670000831

distance 0.167 · cross-district

#16 · Washimcell 4990003667

distance 0.167 · cross-district

#17 · Akolacell 4670001177

distance 0.167 · cross-district

#18 · Akolacell 4670002896

distance 0.17 · 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":4850000033}}}'

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.