Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003965

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000204

distance 0.226 · cross-district

#2 · Jalgaoncell 4780006388

distance 0.255 · cross-district

#3 · Yavatmalcell 5000008815

distance 0.271 · cross-district

#4 · Solapurcell 4960010209

distance 0.273 · cross-district

#5 · Washimcell 4990003710

distance 0.273 · cross-district

#6 · Gadchirolicell 4750006836

distance 0.276 · cross-district

#7 · Yavatmalcell 5000001003

distance 0.276 · cross-district

#8 · Yavatmalcell 5000003062

distance 0.278 · cross-district

#9 · Hingolicell 4770000236

distance 0.279

#10 · Washimcell 4990001040

distance 0.281 · cross-district

#11 · Dharashivcell 4880000066

distance 0.283 · cross-district

#12 · Amravaticell 4680000316

distance 0.285 · cross-district

#13 · Yavatmalcell 5000009626

distance 0.286 · cross-district

#14 · Yavatmalcell 5000006295

distance 0.289 · cross-district

#15 · Akolacell 4670002171

distance 0.289 · cross-district

#16 · Washimcell 4990002882

distance 0.293 · cross-district

#17 · Laturcell 4810003026

distance 0.293 · cross-district

#18 · Gadchirolicell 4750006689

distance 0.294 · 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":4770003965}}}'

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.