Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003525

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004415

distance 0.269 · cross-district

#2 · Nandedcell 4850005141

distance 0.276

#3 · Hingolicell 4770000007

distance 0.279 · cross-district

#4 · Beedcell 4700008506

distance 0.28 · cross-district

#5 · Ahmednagarcell 4660013673

distance 0.28 · cross-district

#6 · Nandedcell 4850008148

distance 0.288

#7 · Nandedcell 4850005194

distance 0.288

#8 · Nandedcell 4850005851

distance 0.291

#9 · Hingolicell 4770000115

distance 0.292 · cross-district

#10 · Nandedcell 4850008626

distance 0.292

#11 · Hingolicell 4770000006

distance 0.299 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000068

distance 0.301 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001682

distance 0.302 · cross-district

#14 · Laturcell 4810005015

distance 0.305 · cross-district

#15 · Sanglicell 4930004566

distance 0.312 · cross-district

#16 · Ahmednagarcell 4660009926

distance 0.315 · cross-district

#17 · Nandedcell 4850005056

distance 0.315

#18 · Yavatmalcell 5000003059

distance 0.316 · 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":4850003525}}}'

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.