Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004680

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004745

distance 0.273

#2 · Laturcell 4810003779

distance 0.291 · cross-district

#3 · Nandedcell 4850004676

distance 0.297

#4 · Laturcell 4810002367

distance 0.298 · cross-district

#5 · Nandedcell 4850004414

distance 0.298

#6 · Chandrapurcell 4730002652

distance 0.303 · cross-district

#7 · Akolacell 4670002923

distance 0.304 · cross-district

#8 · Laturcell 4810003780

distance 0.315 · cross-district

#9 · Nashikcell 4870010460

distance 0.325 · cross-district

#10 · Kolhapurcell 4800003532

distance 0.332 · cross-district

#11 · Jalgaoncell 4780006686

distance 0.332 · cross-district

#12 · Solapurcell 4960010659

distance 0.333 · cross-district

#13 · Parbhanicell 4890002368

distance 0.334 · cross-district

#14 · Beedcell 4700005410

distance 0.335 · cross-district

#15 · Laturcell 4810001259

distance 0.336 · cross-district

#16 · Laturcell 4810001185

distance 0.34 · cross-district

#17 · Ahmednagarcell 4660000308

distance 0.341 · cross-district

#18 · Yavatmalcell 5000001373

distance 0.347 · 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":4850004680}}}'

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.