Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002605

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004945

distance 0.219 · cross-district

#2 · Amravaticell 4680002536

distance 0.236 · cross-district

#3 · Hingolicell 4770002466

distance 0.244

#4 · Hingolicell 4770001678

distance 0.252

#5 · Hingolicell 4770001677

distance 0.257

#6 · Wardhacell 4980005472

distance 0.259 · cross-district

#7 · Hingolicell 4770002465

distance 0.26

#8 · Hingolicell 4770002475

distance 0.269

#9 · Hingolicell 4770002467

distance 0.27

#10 · Parbhanicell 4890004926

distance 0.271 · cross-district

#11 · Amravaticell 4680007394

distance 0.272 · cross-district

#12 · Amravaticell 4680002537

distance 0.272 · cross-district

#13 · Yavatmalcell 5000005005

distance 0.273 · cross-district

#14 · Hingolicell 4770002736

distance 0.274

#15 · Parbhanicell 4890005435

distance 0.277 · cross-district

#16 · Yavatmalcell 5000004830

distance 0.28 · cross-district

#17 · Akolacell 4670000263

distance 0.282 · cross-district

#18 · Jalgaoncell 4780004502

distance 0.284 · 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":4770002605}}}'

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.