Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001581

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

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001201

distance 0.229

#2 · Hingolicell 4770001166

distance 0.229

#3 · Hingolicell 4770001688

distance 0.25

#4 · Hingolicell 4770002560

distance 0.267

#5 · Hingolicell 4770000922

distance 0.279

#6 · Nandedcell 4850006739

distance 0.294 · cross-district

#7 · Hingolicell 4770000153

distance 0.303

#8 · Buldhanacell 4720003470

distance 0.307 · cross-district

#9 · Yavatmalcell 5000001292

distance 0.307 · cross-district

#10 · Gadchirolicell 4750008712

distance 0.31 · cross-district

#11 · Akolacell 4670000310

distance 0.313 · cross-district

#12 · Hingolicell 4770000484

distance 0.314

#13 · Buldhanacell 4720003301

distance 0.324 · cross-district

#14 · Parbhanicell 4890003960

distance 0.327 · cross-district

#15 · Hingolicell 4770003031

distance 0.329

#16 · Nandedcell 4850007188

distance 0.33 · cross-district

#17 · Hingolicell 4770000964

distance 0.334

#18 · Jalgaoncell 4780004383

distance 0.338 · 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":4770001581}}}'

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.