Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002986

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005939

distance 0.295 · cross-district

#2 · Hingolicell 4770002275

distance 0.309

#3 · Amravaticell 4680008729

distance 0.312 · cross-district

#4 · Gondiacell 4760001825

distance 0.314 · cross-district

#5 · Amravaticell 4680008227

distance 0.321 · cross-district

#6 · Beedcell 4700005719

distance 0.323 · cross-district

#7 · Jalnacell 4790004175

distance 0.323 · cross-district

#8 · Bhandaracell 4710002731

distance 0.325 · cross-district

#9 · Amravaticell 4680008536

distance 0.328 · cross-district

#10 · Gondiacell 4760001901

distance 0.328 · cross-district

#11 · Buldhanacell 4720003532

distance 0.336 · cross-district

#12 · Jalgaoncell 4780003063

distance 0.336 · cross-district

#13 · Ahmednagarcell 4660013563

distance 0.339 · cross-district

#14 · Gondiacell 4760002500

distance 0.34 · cross-district

#15 · Nashikcell 4870000767

distance 0.341 · cross-district

#16 · Bhandaracell 4710002567

distance 0.343 · cross-district

#17 · Solapurcell 4960002034

distance 0.346 · cross-district

#18 · Amravaticell 4680008444

distance 0.349 · 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":4770002986}}}'

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.