Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003721

The MH-36 locality cells most similar to this Hingoli 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001633

distance 0.203 · cross-district

#2 · Nandedcell 4850001126

distance 0.216 · cross-district

#3 · Washimcell 4990002265

distance 0.221 · cross-district

#4 · Yavatmalcell 5000003583

distance 0.223 · cross-district

#5 · Jalgaoncell 4780003474

distance 0.225 · cross-district

#6 · Akolacell 4670000267

distance 0.238 · cross-district

#7 · Washimcell 4990003413

distance 0.239 · cross-district

#8 · Yavatmalcell 5000006279

distance 0.243 · cross-district

#9 · Hingolicell 4770000153

distance 0.247

#10 · Buldhanacell 4720000813

distance 0.248 · cross-district

#11 · Dharashivcell 4880005388

distance 0.253 · cross-district

#12 · Washimcell 4990003568

distance 0.255 · cross-district

#13 · Ahmednagarcell 4660000165

distance 0.255 · cross-district

#14 · Nandedcell 4850002596

distance 0.256 · cross-district

#15 · Hingolicell 4770000964

distance 0.26

#16 · Ahmednagarcell 4660003923

distance 0.262 · cross-district

#17 · Hingolicell 4770001750

distance 0.264

#18 · Ahmednagarcell 4660007468

distance 0.265 · 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":477,"cluster_id":4770003721}}}'

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.