Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003213

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003218

distance 0.275

#2 · Hingolicell 4770001270

distance 0.301

#3 · Parbhanicell 4890002048

distance 0.319 · cross-district

#4 · Laturcell 4810005644

distance 0.343 · cross-district

#5 · Bhandaracell 4710000820

distance 0.346 · cross-district

#6 · Bhandaracell 4710001284

distance 0.355 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690008704

distance 0.359 · cross-district

#8 · Laturcell 4810005056

distance 0.362 · cross-district

#9 · Bhandaracell 4710000962

distance 0.363 · cross-district

#10 · Hingolicell 4770000790

distance 0.37

#11 · Laturcell 4810005142

distance 0.371 · cross-district

#12 · Laturcell 4810005048

distance 0.373 · cross-district

#13 · Laturcell 4810005645

distance 0.382 · cross-district

#14 · Bhandaracell 4710001295

distance 0.385 · cross-district

#15 · Bhandaracell 4710001096

distance 0.387 · cross-district

#16 · Bhandaracell 4710001198

distance 0.387 · cross-district

#17 · Bhandaracell 4710001195

distance 0.388 · cross-district

#18 · Hingolicell 4770003990

distance 0.39

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":4770003213}}}'

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.