Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000260

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000445

distance 0.204

#2 · Laturcell 4810006103

distance 0.209 · cross-district

#3 · Parbhanicell 4890000827

distance 0.21

#4 · Ahmednagarcell 4660007991

distance 0.229 · cross-district

#5 · Buldhanacell 4720002611

distance 0.235 · cross-district

#6 · Nandedcell 4850003957

distance 0.235 · cross-district

#7 · Laturcell 4810006145

distance 0.24 · cross-district

#8 · Dharashivcell 4880003978

distance 0.245 · cross-district

#9 · Laturcell 4810005942

distance 0.248 · cross-district

#10 · Laturcell 4810006027

distance 0.253 · cross-district

#11 · Laturcell 4810005561

distance 0.253 · cross-district

#12 · Laturcell 4810005944

distance 0.257 · cross-district

#13 · Laturcell 4810005788

distance 0.26 · cross-district

#14 · Jalnacell 4790000174

distance 0.263 · cross-district

#15 · Nandedcell 4850001151

distance 0.263 · cross-district

#16 · Nandedcell 4850003343

distance 0.263 · cross-district

#17 · Ahmednagarcell 4660006329

distance 0.268 · cross-district

#18 · Parbhanicell 4890000397

distance 0.268

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":4890000260}}}'

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.