Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000685

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000924

distance 0.19

#2 · Hingolicell 4770000641

distance 0.204

#3 · Hingolicell 4770003350

distance 0.248

#4 · Hingolicell 4770000802

distance 0.249

#5 · Akolacell 4670004120

distance 0.257 · cross-district

#6 · Hingolicell 4770002998

distance 0.259

#7 · Buldhanacell 4720008140

distance 0.261 · cross-district

#8 · Hingolicell 4770000809

distance 0.263

#9 · Parbhanicell 4890005084

distance 0.268 · cross-district

#10 · Hingolicell 4770000594

distance 0.268

#11 · Hingolicell 4770000135

distance 0.271

#12 · Amravaticell 4680003131

distance 0.272 · cross-district

#13 · Hingolicell 4770001632

distance 0.272

#14 · Chandrapurcell 4730002478

distance 0.273 · cross-district

#15 · Hingolicell 4770001125

distance 0.279

#16 · Buldhanacell 4720003219

distance 0.279 · cross-district

#17 · Jalnacell 4790003234

distance 0.28 · cross-district

#18 · Hingolicell 4770000188

distance 0.283

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":4770000685}}}'

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.