Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000523

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001847

distance 0.13 · cross-district

#2 · Buldhanacell 4720002618

distance 0.143 · cross-district

#3 · Washimcell 4990002009

distance 0.151 · cross-district

#4 · Parbhanicell 4890000475

distance 0.158

#5 · Nandedcell 4850004322

distance 0.162 · cross-district

#6 · Parbhanicell 4890000583

distance 0.162

#7 · Beedcell 4700001089

distance 0.165 · cross-district

#8 · Parbhanicell 4890000479

distance 0.167

#9 · Beedcell 4700007787

distance 0.169 · cross-district

#10 · Nandedcell 4850003964

distance 0.169 · cross-district

#11 · Dharashivcell 4880002919

distance 0.171 · cross-district

#12 · Beedcell 4700008055

distance 0.171 · cross-district

#13 · Buldhanacell 4720002024

distance 0.171 · cross-district

#14 · Parbhanicell 4890000833

distance 0.172

#15 · Beedcell 4700006444

distance 0.173 · cross-district

#16 · Dharashivcell 4880005465

distance 0.174 · cross-district

#17 · Buldhanacell 4720002806

distance 0.174 · cross-district

#18 · Buldhanacell 4720002492

distance 0.179 · 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":4890000523}}}'

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.