Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000445

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 6 distinct districts

Index confidence

0.91

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 4890000260

distance 0.204

#2 · Laturcell 4810006103

distance 0.239 · cross-district

#3 · Nandedcell 4850003257

distance 0.242 · cross-district

#4 · Laturcell 4810005944

distance 0.246 · cross-district

#5 · Parbhanicell 4890000380

distance 0.247

#6 · Laturcell 4810005942

distance 0.247 · cross-district

#7 · Ahmednagarcell 4660007991

distance 0.248 · cross-district

#8 · Ahmednagarcell 4660005859

distance 0.249 · cross-district

#9 · Ahmednagarcell 4660006329

distance 0.253 · cross-district

#10 · Jalgaoncell 4780000394

distance 0.257 · cross-district

#11 · Laturcell 4810006027

distance 0.258 · cross-district

#12 · Ahmednagarcell 4660005866

distance 0.259 · cross-district

#13 · Laturcell 4810000104

distance 0.259 · cross-district

#14 · Laturcell 4810005561

distance 0.261 · cross-district

#15 · Nandedcell 4850008904

distance 0.264 · cross-district

#16 · Buldhanacell 4720001523

distance 0.273 · cross-district

#17 · Laturcell 4810006077

distance 0.273 · cross-district

#18 · Nandedcell 4850003957

distance 0.274 · 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":4890000445}}}'

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.