Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001562

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001564

distance 0.053

#2 · Parbhanicell 4890001277

distance 0.066

#3 · Parbhanicell 4890001028

distance 0.066

#4 · Parbhanicell 4890001567

distance 0.07

#5 · Parbhanicell 4890000791

distance 0.071

#6 · Parbhanicell 4890001027

distance 0.071

#7 · Parbhanicell 4890001563

distance 0.073

#8 · Parbhanicell 4890001565

distance 0.075

#9 · Beedcell 4700006863

distance 0.084 · cross-district

#10 · Parbhanicell 4890000677

distance 0.086

#11 · Parbhanicell 4890001268

distance 0.086

#12 · Parbhanicell 4890001334

distance 0.086

#13 · Parbhanicell 4890000733

distance 0.093

#14 · Parbhanicell 4890000788

distance 0.094

#15 · Beedcell 4700006605

distance 0.095 · cross-district

#16 · Parbhanicell 4890001148

distance 0.095

#17 · Parbhanicell 4890001486

distance 0.095

#18 · Parbhanicell 4890001086

distance 0.098

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":4890001562}}}'

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.