Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002467

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002671

distance 0.114

#2 · Hingolicell 4770002602

distance 0.129

#3 · Hingolicell 4770002967

distance 0.13

#4 · Hingolicell 4770002736

distance 0.143

#5 · Hingolicell 4770001730

distance 0.204

#6 · Hingolicell 4770002670

distance 0.213

#7 · Hingolicell 4770002465

distance 0.214

#8 · Akolacell 4670001608

distance 0.231 · cross-district

#9 · Hingolicell 4770002668

distance 0.244

#10 · Hingolicell 4770002466

distance 0.251

#11 · Hingolicell 4770003055

distance 0.257

#12 · Parbhanicell 4890004945

distance 0.262 · cross-district

#13 · Hingolicell 4770003295

distance 0.264

#14 · Hingolicell 4770002966

distance 0.265

#15 · Hingolicell 4770002475

distance 0.265

#16 · Nagpurcell 4840006517

distance 0.267 · cross-district

#17 · Hingolicell 4770002605

distance 0.27

#18 · Hingolicell 4770002890

distance 0.27

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":4770002467}}}'

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.