Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000198

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002510

distance 0.281 · cross-district

#2 · Parbhanicell 4890003009

distance 0.297 · cross-district

#3 · Amravaticell 4680001513

distance 0.3 · cross-district

#4 · Laturcell 4810001921

distance 0.301 · cross-district

#5 · Nandedcell 4850004403

distance 0.301 · cross-district

#6 · Nagpurcell 4840004603

distance 0.302 · cross-district

#7 · Dharashivcell 4880000825

distance 0.306 · cross-district

#8 · Hingolicell 4770000199

distance 0.307

#9 · Yavatmalcell 5000010825

distance 0.308 · cross-district

#10 · Hingolicell 4770000158

distance 0.312

#11 · Beedcell 4700001189

distance 0.312 · cross-district

#12 · Akolacell 4670002006

distance 0.314 · cross-district

#13 · Washimcell 4990001103

distance 0.314 · cross-district

#14 · Jalgaoncell 4780005078

distance 0.315 · cross-district

#15 · Parbhanicell 4890002615

distance 0.316 · cross-district

#16 · Yavatmalcell 5000003085

distance 0.317 · cross-district

#17 · Jalgaoncell 4780006064

distance 0.318 · cross-district

#18 · Laturcell 4810004260

distance 0.319 · 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":4770000198}}}'

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.