Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001344

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005743

distance 0.29 · cross-district

#2 · Hingolicell 4770002565

distance 0.336

#3 · Chandrapurcell 4730004602

distance 0.338 · cross-district

#4 · Hingolicell 4770002190

distance 0.349

#5 · Hingolicell 4770000928

distance 0.35

#6 · Jalgaoncell 4780004052

distance 0.35 · cross-district

#7 · Gondiacell 4760002148

distance 0.359 · cross-district

#8 · Beedcell 4700000491

distance 0.361 · cross-district

#9 · Washimcell 4990000351

distance 0.362 · cross-district

#10 · Akolacell 4670000930

distance 0.366 · cross-district

#11 · Jalnacell 4790000260

distance 0.37 · cross-district

#12 · Nagpurcell 4840006925

distance 0.371 · cross-district

#13 · Sataracell 4940001106

distance 0.378 · cross-district

#14 · Hingolicell 4770001286

distance 0.379

#15 · Kolhapurcell 4800005130

distance 0.38 · cross-district

#16 · Nagpurcell 4840006605

distance 0.381 · cross-district

#17 · Amravaticell 4680000800

distance 0.382 · cross-district

#18 · Amravaticell 4680006737

distance 0.382 · 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":4770001344}}}'

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.