Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005347

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002211

distance 0.124 · cross-district

#2 · Parbhanicell 4890005208

distance 0.133

#3 · Hingolicell 4770002825

distance 0.16 · cross-district

#4 · Hingolicell 4770002276

distance 0.165 · cross-district

#5 · Parbhanicell 4890004923

distance 0.171

#6 · Parbhanicell 4890004712

distance 0.175

#7 · Hingolicell 4770002275

distance 0.191 · cross-district

#8 · Parbhanicell 4890004924

distance 0.192

#9 · Parbhanicell 4890005481

distance 0.193

#10 · Hingolicell 4770001622

distance 0.194 · cross-district

#11 · Parbhanicell 4890004922

distance 0.195

#12 · Nagpurcell 4840006067

distance 0.197 · cross-district

#13 · Hingolicell 4770000861

distance 0.198 · cross-district

#14 · Parbhanicell 4890005059

distance 0.199

#15 · Buldhanacell 4720005518

distance 0.2 · cross-district

#16 · Jalnacell 4790001827

distance 0.202 · cross-district

#17 · Jalnacell 4790003245

distance 0.202 · cross-district

#18 · Buldhanacell 4720005853

distance 0.204 · 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":4890005347}}}'

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.