Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001664

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001018

distance 0.106

#2 · Nandedcell 4850007054

distance 0.145 · cross-district

#3 · Hingolicell 4770000726

distance 0.218

#4 · Hingolicell 4770001433

distance 0.23

#5 · Nandedcell 4850007941

distance 0.237 · cross-district

#6 · Hingolicell 4770001208

distance 0.24

#7 · Washimcell 4990001967

distance 0.247 · cross-district

#8 · Nandedcell 4850007959

distance 0.251 · cross-district

#9 · Nandedcell 4850001492

distance 0.253 · cross-district

#10 · Yavatmalcell 5000002268

distance 0.255 · cross-district

#11 · Parbhanicell 4890004051

distance 0.256 · cross-district

#12 · Hingolicell 4770001669

distance 0.259

#13 · Akolacell 4670001023

distance 0.26 · cross-district

#14 · Dharashivcell 4880004908

distance 0.262 · cross-district

#15 · Washimcell 4990001690

distance 0.262 · cross-district

#16 · Parbhanicell 4890003233

distance 0.262 · cross-district

#17 · Hingolicell 4770000454

distance 0.264

#18 · Yavatmalcell 5000001005

distance 0.268 · 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":4770001664}}}'

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.