Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004007

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007051

distance 0.177 · cross-district

#2 · Laturcell 4810004951

distance 0.179 · cross-district

#3 · Washimcell 4990001435

distance 0.181 · cross-district

#4 · Washimcell 4990003872

distance 0.184 · cross-district

#5 · Washimcell 4990003731

distance 0.188 · cross-district

#6 · Amravaticell 4680000072

distance 0.191 · cross-district

#7 · Yavatmalcell 5000009836

distance 0.202 · cross-district

#8 · Beedcell 4700006939

distance 0.205 · cross-district

#9 · Akolacell 4670003334

distance 0.206 · cross-district

#10 · Washimcell 4990001526

distance 0.207 · cross-district

#11 · Yavatmalcell 5000009945

distance 0.209 · cross-district

#12 · Washimcell 4990003115

distance 0.211 · cross-district

#13 · Akolacell 4670002961

distance 0.213 · cross-district

#14 · Amravaticell 4680000082

distance 0.215 · cross-district

#15 · Washimcell 4990004241

distance 0.216 · cross-district

#16 · Akolacell 4670000585

distance 0.217 · cross-district

#17 · Amravaticell 4680003679

distance 0.218 · cross-district

#18 · Yavatmalcell 5000011064

distance 0.219 · 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":4770004007}}}'

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.