Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003142

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005961

distance 0.278

#2 · Parbhanicell 4890001253

distance 0.305 · cross-district

#3 · Nandedcell 4850004267

distance 0.323

#4 · Nandedcell 4850004863

distance 0.326

#5 · Beedcell 4700008953

distance 0.327 · cross-district

#6 · Laturcell 4810004027

distance 0.33 · cross-district

#7 · Ahmednagarcell 4660005610

distance 0.334 · cross-district

#8 · Dharashivcell 4880002029

distance 0.335 · cross-district

#9 · Dharashivcell 4880001597

distance 0.338 · cross-district

#10 · Nandedcell 4850005819

distance 0.339

#11 · Nandedcell 4850004399

distance 0.339

#12 · Parbhanicell 4890002629

distance 0.342 · cross-district

#13 · Nandedcell 4850004313

distance 0.342

#14 · Beedcell 4700008949

distance 0.345 · cross-district

#15 · Laturcell 4810004523

distance 0.348 · cross-district

#16 · Nandedcell 4850004935

distance 0.351

#17 · Nandedcell 4850004017

distance 0.352

#18 · Beedcell 4700008760

distance 0.355 · 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":4850003142}}}'

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.