Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000409

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003951

distance 0.265 · cross-district

#2 · Hingolicell 4770000650

distance 0.266

#3 · Akolacell 4670000716

distance 0.286 · cross-district

#4 · Sanglicell 4930002391

distance 0.287 · cross-district

#5 · Jalgaoncell 4780005330

distance 0.288 · cross-district

#6 · Ahmednagarcell 4660011577

distance 0.292 · cross-district

#7 · Ahmednagarcell 4660009615

distance 0.297 · cross-district

#8 · Kolhapurcell 4800004777

distance 0.298 · cross-district

#9 · Sanglicell 4930002901

distance 0.299 · cross-district

#10 · Ahmednagarcell 4660002588

distance 0.315 · cross-district

#11 · Yavatmalcell 5000006253

distance 0.316 · cross-district

#12 · Kolhapurcell 4800004028

distance 0.318 · cross-district

#13 · Kolhapurcell 4800004409

distance 0.318 · cross-district

#14 · Jalgaoncell 4780005620

distance 0.321 · cross-district

#15 · Ahmednagarcell 4660003246

distance 0.321 · cross-district

#16 · Buldhanacell 4720006688

distance 0.322 · cross-district

#17 · Jalgaoncell 4780007962

distance 0.323 · cross-district

#18 · Chandrapurcell 4730002314

distance 0.324 · 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":4770000409}}}'

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.