Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002071

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005568

distance 0.176 · cross-district

#2 · Laturcell 4810002194

distance 0.2 · cross-district

#3 · Laturcell 4810005764

distance 0.21 · cross-district

#4 · Parbhanicell 4890000299

distance 0.217 · cross-district

#5 · Nandedcell 4850001484

distance 0.218

#6 · Nandedcell 4850002093

distance 0.227

#7 · Nandedcell 4850001397

distance 0.227

#8 · Laturcell 4810005618

distance 0.232 · cross-district

#9 · Laturcell 4810002109

distance 0.236 · cross-district

#10 · Nandedcell 4850001468

distance 0.236

#11 · Nandedcell 4850004247

distance 0.238

#12 · Nandedcell 4850001761

distance 0.24

#13 · Nandedcell 4850005262

distance 0.241

#14 · Nandedcell 4850002020

distance 0.247

#15 · Parbhanicell 4890001319

distance 0.249 · cross-district

#16 · Nandedcell 4850003828

distance 0.253

#17 · Nandedcell 4850004923

distance 0.255

#18 · Laturcell 4810001850

distance 0.258 · 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":4850002071}}}'

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.