Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003928

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001418

distance 0.184 · cross-district

#2 · Yavatmalcell 5000002600

distance 0.185 · cross-district

#3 · Yavatmalcell 5000004994

distance 0.19 · cross-district

#4 · Washimcell 4990000998

distance 0.198 · cross-district

#5 · Yavatmalcell 5000001712

distance 0.205 · cross-district

#6 · Dharashivcell 4880000472

distance 0.205 · cross-district

#7 · Nandedcell 4850007997

distance 0.205 · cross-district

#8 · Nandedcell 4850004136

distance 0.207 · cross-district

#9 · Nandedcell 4850004037

distance 0.214 · cross-district

#10 · Nandedcell 4850008088

distance 0.216 · cross-district

#11 · Gadchirolicell 4750005808

distance 0.217 · cross-district

#12 · Buldhanacell 4720001365

distance 0.218 · cross-district

#13 · Nandedcell 4850000897

distance 0.218 · cross-district

#14 · Yavatmalcell 5000005007

distance 0.22 · cross-district

#15 · Hingolicell 4770003970

distance 0.223

#16 · Washimcell 4990000464

distance 0.224 · cross-district

#17 · Washimcell 4990000687

distance 0.225 · cross-district

#18 · Yavatmalcell 5000005380

distance 0.226 · 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":4770003928}}}'

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.