Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002667

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003037

distance 0.155

#2 · Hingolicell 4770003210

distance 0.201

#3 · Hingolicell 4770001816

distance 0.206

#4 · Hingolicell 4770001408

distance 0.207

#5 · Hingolicell 4770003429

distance 0.213

#6 · Buldhanacell 4720004068

distance 0.244 · cross-district

#7 · Hingolicell 4770001744

distance 0.258

#8 · Hingolicell 4770002188

distance 0.263

#9 · Hingolicell 4770001828

distance 0.267

#10 · Hingolicell 4770001228

distance 0.267

#11 · Akolacell 4670004417

distance 0.271 · cross-district

#12 · Gadchirolicell 4750009904

distance 0.271 · cross-district

#13 · Hingolicell 4770000192

distance 0.273

#14 · Hingolicell 4770002002

distance 0.273

#15 · Buldhanacell 4720008029

distance 0.275 · cross-district

#16 · Buldhanacell 4720008062

distance 0.277 · cross-district

#17 · Parbhanicell 4890005014

distance 0.277 · cross-district

#18 · Hingolicell 4770001232

distance 0.279

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":4770002667}}}'

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.