Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003495

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990004370

distance 0.218 · cross-district

#2 · Akolacell 4670004108

distance 0.219 · cross-district

#3 · Washimcell 4990004384

distance 0.22 · cross-district

#4 · Hingolicell 4770001036

distance 0.226

#5 · Akolacell 4670002201

distance 0.227 · cross-district

#6 · Parbhanicell 4890004102

distance 0.231 · cross-district

#7 · Hingolicell 4770001562

distance 0.233

#8 · Amravaticell 4680004022

distance 0.234 · cross-district

#9 · Washimcell 4990004311

distance 0.235 · cross-district

#10 · Hingolicell 4770003231

distance 0.237

#11 · Akolacell 4670002856

distance 0.239 · cross-district

#12 · Washimcell 4990004298

distance 0.24 · cross-district

#13 · Akolacell 4670003913

distance 0.24 · cross-district

#14 · Amravaticell 4680001794

distance 0.242 · cross-district

#15 · Hingolicell 4770003194

distance 0.243

#16 · Hingolicell 4770003354

distance 0.243

#17 · Akolacell 4670004224

distance 0.244 · cross-district

#18 · Akolacell 4670002929

distance 0.244 · 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":4770003495}}}'

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.