Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004008

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003989

distance 0.175

#2 · Washimcell 4990003939

distance 0.218 · cross-district

#3 · Amravaticell 4680000023

distance 0.219 · cross-district

#4 · Washimcell 4990002574

distance 0.219 · cross-district

#5 · Akolacell 4670000399

distance 0.231 · cross-district

#6 · Washimcell 4990003138

distance 0.235 · cross-district

#7 · Washimcell 4990002175

distance 0.241 · cross-district

#8 · Akolacell 4670000457

distance 0.242 · cross-district

#9 · Akolacell 4670000605

distance 0.246 · cross-district

#10 · Yavatmalcell 5000001625

distance 0.248 · cross-district

#11 · Hingolicell 4770001765

distance 0.248

#12 · Akolacell 4670000865

distance 0.255 · cross-district

#13 · Akolacell 4670000309

distance 0.264 · cross-district

#14 · Washimcell 4990002341

distance 0.267 · cross-district

#15 · Akolacell 4670002974

distance 0.268 · cross-district

#16 · Hingolicell 4770004011

distance 0.27

#17 · Akolacell 4670003547

distance 0.271 · cross-district

#18 · Washimcell 4990004213

distance 0.271 · 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":4770004008}}}'

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.