Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004948

The MH-36 locality cells most similar to this Parbhani 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004797

distance 0.238 · cross-district

#2 · Hingolicell 4770003065

distance 0.258 · cross-district

#3 · Hingolicell 4770003282

distance 0.267 · cross-district

#4 · Buldhanacell 4720006587

distance 0.272 · cross-district

#5 · Laturcell 4810000329

distance 0.275 · cross-district

#6 · Nagpurcell 4840005911

distance 0.277 · cross-district

#7 · Hingolicell 4770001630

distance 0.279 · cross-district

#8 · Buldhanacell 4720006835

distance 0.283 · cross-district

#9 · Jalnacell 4790006382

distance 0.285 · cross-district

#10 · Nagpurcell 4840006208

distance 0.291 · cross-district

#11 · Washimcell 4990001072

distance 0.292 · cross-district

#12 · Buldhanacell 4720003793

distance 0.296 · cross-district

#13 · Parbhanicell 4890004313

distance 0.297

#14 · Jalnacell 4790001828

distance 0.298 · cross-district

#15 · Nagpurcell 4840003915

distance 0.3 · cross-district

#16 · Jalnacell 4790002753

distance 0.304 · cross-district

#17 · Nagpurcell 4840002013

distance 0.307 · cross-district

#18 · Wardhacell 4980004864

distance 0.309 · 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":489,"cluster_id":4890004948}}}'

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.