Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002019

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000146

distance 0.271 · cross-district

#2 · Nandedcell 4850002054

distance 0.292

#3 · Washimcell 4990001754

distance 0.293 · cross-district

#4 · Buldhanacell 4720002758

distance 0.297 · cross-district

#5 · Nandedcell 4850002213

distance 0.3

#6 · Beedcell 4700001917

distance 0.33 · cross-district

#7 · Buldhanacell 4720001163

distance 0.334 · cross-district

#8 · Laturcell 4810005188

distance 0.334 · cross-district

#9 · Parbhanicell 4890000461

distance 0.335 · cross-district

#10 · Buldhanacell 4720002215

distance 0.336 · cross-district

#11 · Washimcell 4990002088

distance 0.339 · cross-district

#12 · Solapurcell 4960006459

distance 0.339 · cross-district

#13 · Sanglicell 4930001213

distance 0.344 · cross-district

#14 · Jalgaoncell 4780002566

distance 0.345 · cross-district

#15 · Dharashivcell 4880003238

distance 0.346 · cross-district

#16 · Beedcell 4700005300

distance 0.346 · cross-district

#17 · Ahmednagarcell 4660000777

distance 0.346 · cross-district

#18 · Ahmednagarcell 4660006195

distance 0.346 · 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":4850002019}}}'

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.