Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001991

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002398

distance 0.197

#2 · Hingolicell 4770000976

distance 0.245

#3 · Hingolicell 4770002527

distance 0.25

#4 · Amravaticell 4680003943

distance 0.267 · cross-district

#5 · Nagpurcell 4840002188

distance 0.271 · cross-district

#6 · Hingolicell 4770001998

distance 0.273

#7 · Hingolicell 4770003202

distance 0.276

#8 · Akolacell 4670002316

distance 0.276 · cross-district

#9 · Jalgaoncell 4780004742

distance 0.278 · cross-district

#10 · Washimcell 4990004447

distance 0.28 · cross-district

#11 · Buldhanacell 4720006240

distance 0.28 · cross-district

#12 · Hingolicell 4770001759

distance 0.281

#13 · Hingolicell 4770003438

distance 0.281

#14 · Parbhanicell 4890003789

distance 0.282 · cross-district

#15 · Hingolicell 4770000488

distance 0.284

#16 · Akolacell 4670003499

distance 0.286 · cross-district

#17 · Buldhanacell 4720007042

distance 0.286 · cross-district

#18 · Parbhanicell 4890005173

distance 0.287 · 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":4770001991}}}'

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.