Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001337

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.409

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004069

distance 0.409 · cross-district

#2 · Jalgaoncell 4780005200

distance 0.422 · cross-district

#3 · Chandrapurcell 4730003298

distance 0.423 · cross-district

#4 · Akolacell 4670001288

distance 0.428 · cross-district

#5 · Chandrapurcell 4730002887

distance 0.429 · cross-district

#6 · Nagpurcell 4840003839

distance 0.431 · cross-district

#7 · Akolacell 4670003466

distance 0.433 · cross-district

#8 · Laturcell 4810005214

distance 0.435 · cross-district

#9 · Amravaticell 4680004027

distance 0.435 · cross-district

#10 · Gondiacell 4760003249

distance 0.435 · cross-district

#11 · Amravaticell 4680003482

distance 0.437 · cross-district

#12 · Buldhanacell 4720006204

distance 0.439 · cross-district

#13 · Amravaticell 4680002289

distance 0.44 · cross-district

#14 · Akolacell 4670003424

distance 0.44 · cross-district

#15 · Gondiacell 4760003245

distance 0.443 · cross-district

#16 · Wardhacell 4980002526

distance 0.446 · cross-district

#17 · Chandrapurcell 4730003524

distance 0.454 · cross-district

#18 · Amravaticell 4680003891

distance 0.456 · 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":4770001337}}}'

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.