Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002560

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

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001581

distance 0.267

#2 · Hingolicell 4770001688

distance 0.272

#3 · Hingolicell 4770000922

distance 0.305

#4 · Hingolicell 4770001166

distance 0.305

#5 · Nagpurcell 4840005548

distance 0.323 · cross-district

#6 · Nagpurcell 4840005440

distance 0.331 · cross-district

#7 · Buldhanacell 4720003470

distance 0.337 · cross-district

#8 · Buldhanacell 4720007876

distance 0.341 · cross-district

#9 · Parbhanicell 4890003960

distance 0.342 · cross-district

#10 · Hingolicell 4770002214

distance 0.35

#11 · Buldhanacell 4720003301

distance 0.361 · cross-district

#12 · Nagpurcell 4840006203

distance 0.362 · cross-district

#13 · Nagpurcell 4840005043

distance 0.362 · cross-district

#14 · Hingolicell 4770002569

distance 0.363

#15 · Hingolicell 4770002412

distance 0.363

#16 · Solapurcell 4960001425

distance 0.366 · cross-district

#17 · Buldhanacell 4720004823

distance 0.366 · cross-district

#18 · Hingolicell 4770001279

distance 0.368

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":4770002560}}}'

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.