Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003878

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001967

distance 0.19 · cross-district

#2 · Yavatmalcell 5000003978

distance 0.222 · cross-district

#3 · Nandedcell 4850001828

distance 0.232 · cross-district

#4 · Washimcell 4990002575

distance 0.237 · cross-district

#5 · Laturcell 4810001413

distance 0.241 · cross-district

#6 · Hingolicell 4770003975

distance 0.245

#7 · Jalnacell 4790000873

distance 0.247 · cross-district

#8 · Washimcell 4990001100

distance 0.251 · cross-district

#9 · Nandedcell 4850001184

distance 0.252 · cross-district

#10 · Buldhanacell 4720002219

distance 0.255 · cross-district

#11 · Yavatmalcell 5000002519

distance 0.257 · cross-district

#12 · Washimcell 4990003736

distance 0.257 · cross-district

#13 · Nandedcell 4850000903

distance 0.258 · cross-district

#14 · Hingolicell 4770003804

distance 0.259

#15 · Jalgaoncell 4780004078

distance 0.262 · cross-district

#16 · Washimcell 4990002256

distance 0.263 · cross-district

#17 · Washimcell 4990003438

distance 0.263 · cross-district

#18 · Dharashivcell 4880000690

distance 0.264 · 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":4770003878}}}'

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.