Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001335

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001038

distance 0.282

#2 · Hingolicell 4770000912

distance 0.308

#3 · Hingolicell 4770001037

distance 0.334

#4 · Hingolicell 4770001507

distance 0.357

#5 · Amravaticell 4680004592

distance 0.361 · cross-district

#6 · Hingolicell 4770001618

distance 0.365

#7 · Hingolicell 4770001395

distance 0.377

#8 · Amravaticell 4680007096

distance 0.383 · cross-district

#9 · Amravaticell 4680007866

distance 0.391 · cross-district

#10 · Amravaticell 4680002341

distance 0.397 · cross-district

#11 · Nagpurcell 4840004971

distance 0.4 · cross-district

#12 · Nagpurcell 4840006793

distance 0.401 · cross-district

#13 · Akolacell 4670003253

distance 0.401 · cross-district

#14 · Gondiacell 4760002744

distance 0.402 · cross-district

#15 · Dharashivcell 4880000122

distance 0.403 · cross-district

#16 · Amravaticell 4680001529

distance 0.403 · cross-district

#17 · Nandedcell 4850000909

distance 0.407 · cross-district

#18 · Buldhanacell 4720003965

distance 0.41 · 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":4770001335}}}'

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.