Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003671

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001130

distance 0.208

#2 · Yavatmalcell 5000003066

distance 0.212 · cross-district

#3 · Hingolicell 4770003828

distance 0.222

#4 · Yavatmalcell 5000003069

distance 0.229 · cross-district

#5 · Yavatmalcell 5000003979

distance 0.23 · cross-district

#6 · Washimcell 4990000604

distance 0.235 · cross-district

#7 · Hingolicell 4770003620

distance 0.248

#8 · Beedcell 4700003106

distance 0.26 · cross-district

#9 · Washimcell 4990003157

distance 0.261 · cross-district

#10 · Buldhanacell 4720001066

distance 0.262 · cross-district

#11 · Hingolicell 4770000403

distance 0.265

#12 · Hingolicell 4770003858

distance 0.266

#13 · Beedcell 4700004619

distance 0.268 · cross-district

#14 · Washimcell 4990000938

distance 0.269 · cross-district

#15 · Chandrapurcell 4730001554

distance 0.27 · cross-district

#16 · Washimcell 4990002145

distance 0.271 · cross-district

#17 · Washimcell 4990003958

distance 0.271 · cross-district

#18 · Dharashivcell 4880005100

distance 0.272 · 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":4770003671}}}'

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.