Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001946

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002518

distance 0.202

#2 · Hingolicell 4770002948

distance 0.234

#3 · Nagpurcell 4840006608

distance 0.273 · cross-district

#4 · Jalgaoncell 4780005354

distance 0.28 · cross-district

#5 · Hingolicell 4770003121

distance 0.29

#6 · Washimcell 4990003710

distance 0.291 · cross-district

#7 · Jalgaoncell 4780003733

distance 0.299 · cross-district

#8 · Washimcell 4990000204

distance 0.299 · cross-district

#9 · Hingolicell 4770001928

distance 0.301

#10 · Hingolicell 4770002724

distance 0.304

#11 · Nandedcell 4850000130

distance 0.308 · cross-district

#12 · Buldhanacell 4720005126

distance 0.308 · cross-district

#13 · Hingolicell 4770003398

distance 0.309

#14 · Solapurcell 4960002419

distance 0.31 · cross-district

#15 · Amravaticell 4680000860

distance 0.316 · cross-district

#16 · Chandrapurcell 4730001981

distance 0.317 · cross-district

#17 · Akolacell 4670003881

distance 0.322 · cross-district

#18 · Ahmednagarcell 4660003013

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":4770001946}}}'

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.