Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005302

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004929

distance 0.177

#2 · Jalnacell 4790006324

distance 0.181 · cross-district

#3 · Parbhanicell 4890004335

distance 0.188

#4 · Jalnacell 4790001073

distance 0.19 · cross-district

#5 · Beedcell 4700007048

distance 0.193 · cross-district

#6 · Jalnacell 4790002149

distance 0.195 · cross-district

#7 · Jalnacell 4790001993

distance 0.198 · cross-district

#8 · Buldhanacell 4720004946

distance 0.2 · cross-district

#9 · Solapurcell 4960003082

distance 0.201 · cross-district

#10 · Solapurcell 4960001505

distance 0.201 · cross-district

#11 · Buldhanacell 4720003494

distance 0.201 · cross-district

#12 · Parbhanicell 4890004424

distance 0.202

#13 · Jalnacell 4790002582

distance 0.203 · cross-district

#14 · Jalnacell 4790006327

distance 0.204 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007311

distance 0.204 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000835

distance 0.206 · cross-district

#17 · Parbhanicell 4890004242

distance 0.206

#18 · Jalnacell 4790002254

distance 0.207 · 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":4890005302}}}'

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.