Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002247

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001990

distance 0.16

#2 · Hingolicell 4770001933

distance 0.198

#3 · Buldhanacell 4720007870

distance 0.211 · cross-district

#4 · Hingolicell 4770002453

distance 0.216

#5 · Hingolicell 4770001875

distance 0.217

#6 · Hingolicell 4770003105

distance 0.223

#7 · Hingolicell 4770002313

distance 0.224

#8 · Hingolicell 4770000865

distance 0.225

#9 · Hingolicell 4770002724

distance 0.225

#10 · Hingolicell 4770001403

distance 0.226

#11 · Hingolicell 4770002246

distance 0.227

#12 · Amravaticell 4680001898

distance 0.232 · cross-district

#13 · Amravaticell 4680008632

distance 0.237 · cross-district

#14 · Hingolicell 4770002871

distance 0.239

#15 · Akolacell 4670003473

distance 0.24 · cross-district

#16 · Hingolicell 4770002581

distance 0.242

#17 · Hingolicell 4770002051

distance 0.243

#18 · Nagpurcell 4840006382

distance 0.245 · 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":4770002247}}}'

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.