Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000393

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002406

distance 0.151

#2 · Beedcell 4700004840

distance 0.153 · cross-district

#3 · Beedcell 4700006283

distance 0.159 · cross-district

#4 · Beedcell 4700007980

distance 0.165 · cross-district

#5 · Amravaticell 4680001087

distance 0.167 · cross-district

#6 · Beedcell 4700006689

distance 0.168 · cross-district

#7 · Beedcell 4700005765

distance 0.168 · cross-district

#8 · Dharashivcell 4880004292

distance 0.169 · cross-district

#9 · Beedcell 4700004485

distance 0.172 · cross-district

#10 · Dharashivcell 4880000375

distance 0.173 · cross-district

#11 · Jalnacell 4790003672

distance 0.174 · cross-district

#12 · Washimcell 4990000449

distance 0.174 · cross-district

#13 · Beedcell 4700006046

distance 0.175 · cross-district

#14 · Amravaticell 4680001020

distance 0.176 · cross-district

#15 · Amravaticell 4680001298

distance 0.177 · cross-district

#16 · Buldhanacell 4720001239

distance 0.177 · cross-district

#17 · Beedcell 4700005112

distance 0.18 · cross-district

#18 · Buldhanacell 4720006759

distance 0.18 · 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":4890000393}}}'

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.