Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001960

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003166

distance 0.217

#2 · Hingolicell 4770003249

distance 0.226

#3 · Nagpurcell 4840006088

distance 0.23 · cross-district

#4 · Parbhanicell 4890004971

distance 0.236 · cross-district

#5 · Parbhanicell 4890005127

distance 0.248 · cross-district

#6 · Hingolicell 4770002103

distance 0.25

#7 · Hingolicell 4770002569

distance 0.254

#8 · Hingolicell 4770002420

distance 0.254

#9 · Hingolicell 4770003464

distance 0.259

#10 · Parbhanicell 4890005238

distance 0.265 · cross-district

#11 · Hingolicell 4770002490

distance 0.265

#12 · Hingolicell 4770002625

distance 0.267

#13 · Hingolicell 4770002945

distance 0.268

#14 · Hingolicell 4770002439

distance 0.269

#15 · Nagpurcell 4840005571

distance 0.27 · cross-district

#16 · Nagpurcell 4840004938

distance 0.273 · cross-district

#17 · Hingolicell 4770003005

distance 0.274

#18 · Parbhanicell 4890005232

distance 0.276 · 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":4770001960}}}'

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.