Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003970

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000631

distance 0.155 · cross-district

#2 · Hingolicell 4770003683

distance 0.155

#3 · Hingolicell 4770004013

distance 0.165

#4 · Solapurcell 4960009316

distance 0.208 · cross-district

#5 · Beedcell 4700005025

distance 0.222 · cross-district

#6 · Hingolicell 4770003928

distance 0.223

#7 · Jalgaoncell 4780003074

distance 0.225 · cross-district

#8 · Buldhanacell 4720003297

distance 0.226 · cross-district

#9 · Hingolicell 4770003967

distance 0.229

#10 · Chandrapurcell 4730003228

distance 0.232 · cross-district

#11 · Yavatmalcell 5000001712

distance 0.235 · cross-district

#12 · Gadchirolicell 4750006380

distance 0.235 · cross-district

#13 · Hingolicell 4770001835

distance 0.236

#14 · Nandedcell 4850007997

distance 0.237 · cross-district

#15 · Yavatmalcell 5000002233

distance 0.238 · cross-district

#16 · Beedcell 4700006617

distance 0.238 · cross-district

#17 · Yavatmalcell 5000002600

distance 0.24 · cross-district

#18 · Yavatmalcell 5000001988

distance 0.242 · 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":4770003970}}}'

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.