Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003984

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000461

distance 0.193 · cross-district

#2 · Hingolicell 4770003948

distance 0.214

#3 · Hingolicell 4770000764

distance 0.219

#4 · Dharashivcell 4880001119

distance 0.22 · cross-district

#5 · Hingolicell 4770003882

distance 0.221

#6 · Dharashivcell 4880000777

distance 0.224 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002875

distance 0.225 · cross-district

#8 · Nandedcell 4850004614

distance 0.228 · cross-district

#9 · Nandedcell 4850008086

distance 0.232 · cross-district

#10 · Washimcell 4990001610

distance 0.233 · cross-district

#11 · Ahmednagarcell 4660000139

distance 0.234 · cross-district

#12 · Dharashivcell 4880000404

distance 0.235 · cross-district

#13 · Washimcell 4990002377

distance 0.235 · cross-district

#14 · Washimcell 4990000829

distance 0.236 · cross-district

#15 · Jalgaoncell 4780003914

distance 0.237 · cross-district

#16 · Chandrapurcell 4730001655

distance 0.238 · cross-district

#17 · Washimcell 4990003228

distance 0.238 · cross-district

#18 · Washimcell 4990002490

distance 0.239 · 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":4770003984}}}'

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.