Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005004

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004745

distance 0.27

#2 · Laturcell 4810003779

distance 0.311 · cross-district

#3 · Nandedcell 4850004935

distance 0.316

#4 · Nandedcell 4850004275

distance 0.323

#5 · Nandedcell 4850004676

distance 0.334

#6 · Chandrapurcell 4730002902

distance 0.335 · cross-district

#7 · Beedcell 4700008953

distance 0.352 · cross-district

#8 · Punecell 4900002664

distance 0.37 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.37 · cross-district

#10 · Jalgaoncell 4780007308

distance 0.373 · cross-district

#11 · Nandedcell 4850004680

distance 0.376

#12 · Nandedcell 4850004863

distance 0.377

#13 · Yavatmalcell 5000002285

distance 0.378 · cross-district

#14 · Chandrapurcell 4730002750

distance 0.38 · cross-district

#15 · Beedcell 4700008949

distance 0.383 · cross-district

#16 · Ahmednagarcell 4660011202

distance 0.383 · cross-district

#17 · Jalgaoncell 4780008226

distance 0.384 · cross-district

#18 · Dharashivcell 4880001158

distance 0.386 · 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":4850005004}}}'

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.