Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000623

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.059

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000629

distance 0.059

#2 · Parbhanicell 4890001347

distance 0.08

#3 · Beedcell 4700004999

distance 0.097 · cross-district

#4 · Parbhanicell 4890000740

distance 0.103

#5 · Parbhanicell 4890001032

distance 0.104

#6 · Parbhanicell 4890000563

distance 0.112

#7 · Parbhanicell 4890000799

distance 0.113

#8 · Parbhanicell 4890000562

distance 0.113

#9 · Beedcell 4700004133

distance 0.115 · cross-district

#10 · Akolacell 4670000486

distance 0.115 · cross-district

#11 · Akolacell 4670000682

distance 0.115 · cross-district

#12 · Beedcell 4700006294

distance 0.115 · cross-district

#13 · Akolacell 4670000492

distance 0.118 · cross-district

#14 · Beedcell 4700003798

distance 0.118 · cross-district

#15 · Parbhanicell 4890001031

distance 0.12

#16 · Beedcell 4700004832

distance 0.12 · cross-district

#17 · Parbhanicell 4890001499

distance 0.121

#18 · Akolacell 4670000381

distance 0.121 · 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":4890000623}}}'

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.