Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002821

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005449

distance 0.231 · cross-district

#2 · Hingolicell 4770002670

distance 0.232

#3 · Parbhanicell 4890005435

distance 0.243 · cross-district

#4 · Hingolicell 4770002747

distance 0.245

#5 · Nagpurcell 4840007612

distance 0.254 · cross-district

#6 · Hingolicell 4770001678

distance 0.26

#7 · Parbhanicell 4890004945

distance 0.262 · cross-district

#8 · Parbhanicell 4890005318

distance 0.269 · cross-district

#9 · Amravaticell 4680002537

distance 0.274 · cross-district

#10 · Parbhanicell 4890004391

distance 0.275 · cross-district

#11 · Buldhanacell 4720004952

distance 0.276 · cross-district

#12 · Buldhanacell 4720003518

distance 0.286 · cross-district

#13 · Beedcell 4700006697

distance 0.289 · cross-district

#14 · Hingolicell 4770002967

distance 0.291

#15 · Hingolicell 4770002475

distance 0.291

#16 · Nagpurcell 4840001567

distance 0.291 · cross-district

#17 · Parbhanicell 4890005418

distance 0.293 · cross-district

#18 · Hingolicell 4770002827

distance 0.294

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":4770002821}}}'

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.