Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001678

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001676

distance 0.198

#2 · Parbhanicell 4890004926

distance 0.211 · cross-district

#3 · Parbhanicell 4890005449

distance 0.216 · cross-district

#4 · Parbhanicell 4890005435

distance 0.233 · cross-district

#5 · Hingolicell 4770002536

distance 0.235

#6 · Akolacell 4670003201

distance 0.24 · cross-district

#7 · Nagpurcell 4840007612

distance 0.242 · cross-district

#8 · Hingolicell 4770001677

distance 0.243

#9 · Hingolicell 4770002891

distance 0.245

#10 · Hingolicell 4770002607

distance 0.249

#11 · Hingolicell 4770002605

distance 0.252

#12 · Parbhanicell 4890004391

distance 0.253 · cross-district

#13 · Hingolicell 4770003212

distance 0.254

#14 · Yavatmalcell 5000001620

distance 0.255 · cross-district

#15 · Hingolicell 4770002821

distance 0.26

#16 · Yavatmalcell 5000011557

distance 0.261 · cross-district

#17 · Hingolicell 4770002466

distance 0.262

#18 · Yavatmalcell 5000001876

distance 0.266 · 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":4770001678}}}'

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.