Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003379

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 6 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 4770002997

distance 0.198

#2 · Buldhanacell 4720003914

distance 0.201 · cross-district

#3 · Hingolicell 4770003069

distance 0.201

#4 · Amravaticell 4680004685

distance 0.206 · cross-district

#5 · Buldhanacell 4720006591

distance 0.216 · cross-district

#6 · Nagpurcell 4840006328

distance 0.216 · cross-district

#7 · Nagpurcell 4840006894

distance 0.229 · cross-district

#8 · Hingolicell 4770003461

distance 0.23

#9 · Akolacell 4670003181

distance 0.231 · cross-district

#10 · Hingolicell 4770003455

distance 0.234

#11 · Nagpurcell 4840004560

distance 0.235 · cross-district

#12 · Buldhanacell 4720003974

distance 0.235 · cross-district

#13 · Amravaticell 4680006046

distance 0.236 · cross-district

#14 · Solapurcell 4960011592

distance 0.237 · cross-district

#15 · Hingolicell 4770002410

distance 0.237

#16 · Amravaticell 4680003836

distance 0.241 · cross-district

#17 · Akolacell 4670003595

distance 0.241 · cross-district

#18 · Buldhanacell 4720004894

distance 0.243 · 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":4770003379}}}'

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.