Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000952

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001756

distance 0.158

#2 · Hingolicell 4770000894

distance 0.168

#3 · Nandedcell 4850000705

distance 0.196 · cross-district

#4 · Washimcell 4990002809

distance 0.2 · cross-district

#5 · Nandedcell 4850003193

distance 0.203 · cross-district

#6 · Washimcell 4990003079

distance 0.213 · cross-district

#7 · Parbhanicell 4890002379

distance 0.221 · cross-district

#8 · Yavatmalcell 5000001439

distance 0.222 · cross-district

#9 · Hingolicell 4770003881

distance 0.222

#10 · Yavatmalcell 5000001562

distance 0.224 · cross-district

#11 · Parbhanicell 4890003035

distance 0.225 · cross-district

#12 · Hingolicell 4770001012

distance 0.225

#13 · Yavatmalcell 5000002115

distance 0.228 · cross-district

#14 · Gadchirolicell 4750006736

distance 0.23 · cross-district

#15 · Yavatmalcell 5000001134

distance 0.232 · cross-district

#16 · Parbhanicell 4890002537

distance 0.233 · cross-district

#17 · Parbhanicell 4890002132

distance 0.234 · cross-district

#18 · Washimcell 4990003149

distance 0.235 · 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":4770000952}}}'

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.