Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001091

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004875

distance 0.168 · cross-district

#2 · Beedcell 4700007056

distance 0.173 · cross-district

#3 · Akolacell 4670000548

distance 0.182 · cross-district

#4 · Beedcell 4700006603

distance 0.197 · cross-district

#5 · Dharashivcell 4880004446

distance 0.199 · cross-district

#6 · Parbhanicell 4890000853

distance 0.201

#7 · Dharashivcell 4880001640

distance 0.208 · cross-district

#8 · Akolacell 4670000488

distance 0.211 · cross-district

#9 · Buldhanacell 4720002795

distance 0.213 · cross-district

#10 · Buldhanacell 4720001751

distance 0.214 · cross-district

#11 · Buldhanacell 4720005739

distance 0.216 · cross-district

#12 · Amravaticell 4680004858

distance 0.216 · cross-district

#13 · Beedcell 4700005852

distance 0.217 · cross-district

#14 · Beedcell 4700004668

distance 0.218 · cross-district

#15 · Jalnacell 4790001127

distance 0.218 · cross-district

#16 · Dharashivcell 4880005759

distance 0.219 · cross-district

#17 · Parbhanicell 4890001737

distance 0.222

#18 · Buldhanacell 4720004280

distance 0.222 · 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":4890001091}}}'

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.