Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000518

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.037

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000520

distance 0.037

#2 · Parbhanicell 4890000620

distance 0.04

#3 · Beedcell 4700004492

distance 0.044 · cross-district

#4 · Parbhanicell 4890000471

distance 0.048

#5 · Beedcell 4700005478

distance 0.052 · cross-district

#6 · Parbhanicell 4890000728

distance 0.053

#7 · Parbhanicell 4890000678

distance 0.057

#8 · Parbhanicell 4890000619

distance 0.064

#9 · Beedcell 4700005168

distance 0.068 · cross-district

#10 · Beedcell 4700003964

distance 0.069 · cross-district

#11 · Beedcell 4700005169

distance 0.071 · cross-district

#12 · Parbhanicell 4890001418

distance 0.071

#13 · Parbhanicell 4890000844

distance 0.072

#14 · Beedcell 4700004497

distance 0.072 · cross-district

#15 · Parbhanicell 4890000628

distance 0.075

#16 · Parbhanicell 4890000573

distance 0.077

#17 · Parbhanicell 4890000674

distance 0.078

#18 · Beedcell 4700003967

distance 0.08 · 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":4890000518}}}'

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.