Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002145

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002277

distance 0.28

#2 · Buldhanacell 4720007212

distance 0.319 · cross-district

#3 · Hingolicell 4770003369

distance 0.319

#4 · Buldhanacell 4720007211

distance 0.332 · cross-district

#5 · Nagpurcell 4840004260

distance 0.34 · cross-district

#6 · Nagpurcell 4840004036

distance 0.347 · cross-district

#7 · Parbhanicell 4890005239

distance 0.347 · cross-district

#8 · Parbhanicell 4890003789

distance 0.351 · cross-district

#9 · Hingolicell 4770000797

distance 0.354

#10 · Hingolicell 4770001518

distance 0.358

#11 · Beedcell 4700004545

distance 0.365 · cross-district

#12 · Parbhanicell 4890005396

distance 0.366 · cross-district

#13 · Nagpurcell 4840007660

distance 0.367 · cross-district

#14 · Hingolicell 4770003304

distance 0.37

#15 · Parbhanicell 4890004944

distance 0.372 · cross-district

#16 · Jalnacell 4790000580

distance 0.372 · cross-district

#17 · Nagpurcell 4840004432

distance 0.373 · cross-district

#18 · Hingolicell 4770001567

distance 0.373

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":4770002145}}}'

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.