Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001838

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

0.92

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 · Hingolicell 4770001147

distance 0.184

#2 · Nandedcell 4850007990

distance 0.212 · cross-district

#3 · Nandedcell 4850007876

distance 0.216 · cross-district

#4 · Nandedcell 4850007681

distance 0.232 · cross-district

#5 · Hingolicell 4770000550

distance 0.235

#6 · Nandedcell 4850007672

distance 0.242 · cross-district

#7 · Yavatmalcell 5000001801

distance 0.242 · cross-district

#8 · Washimcell 4990001017

distance 0.243 · cross-district

#9 · Yavatmalcell 5000002363

distance 0.243 · cross-district

#10 · Yavatmalcell 5000006003

distance 0.247 · cross-district

#11 · Hingolicell 4770000933

distance 0.247

#12 · Parbhanicell 4890003814

distance 0.248 · cross-district

#13 · Hingolicell 4770001671

distance 0.253

#14 · Dharashivcell 4880000796

distance 0.254 · cross-district

#15 · Washimcell 4990003408

distance 0.255 · cross-district

#16 · Washimcell 4990000521

distance 0.256 · cross-district

#17 · Laturcell 4810003799

distance 0.258 · cross-district

#18 · Nashikcell 4870003296

distance 0.26 · 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":4770001838}}}'

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.