Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008937

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008604

distance 0.135

#2 · Nandedcell 4850008706

distance 0.172

#3 · Nandedcell 4850008755

distance 0.2

#4 · Wardhacell 4980003719

distance 0.227 · cross-district

#5 · Beedcell 4700008212

distance 0.243 · cross-district

#6 · Nandedcell 4850009031

distance 0.252

#7 · Beedcell 4700008868

distance 0.253 · cross-district

#8 · Yavatmalcell 5000002743

distance 0.261 · cross-district

#9 · Wardhacell 4980003718

distance 0.261 · cross-district

#10 · Yavatmalcell 5000004717

distance 0.262 · cross-district

#11 · Nandedcell 4850008420

distance 0.262

#12 · Parbhanicell 4890001442

distance 0.263 · cross-district

#13 · Wardhacell 4980004694

distance 0.269 · cross-district

#14 · Nandedcell 4850008900

distance 0.28

#15 · Washimcell 4990002614

distance 0.281 · cross-district

#16 · Yavatmalcell 5000004093

distance 0.281 · cross-district

#17 · Parbhanicell 4890000575

distance 0.282 · cross-district

#18 · Jalgaoncell 4780001411

distance 0.283 · 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":4850008937}}}'

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.