Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000486

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000247

distance 0.197

#2 · Nandedcell 4850004387

distance 0.226 · cross-district

#3 · Laturcell 4810005002

distance 0.229 · cross-district

#4 · Ahmednagarcell 4660011601

distance 0.234 · cross-district

#5 · Laturcell 4810005864

distance 0.238 · cross-district

#6 · Beedcell 4700004118

distance 0.238 · cross-district

#7 · Ahmednagarcell 4660009627

distance 0.24 · cross-district

#8 · Laturcell 4810005732

distance 0.249 · cross-district

#9 · Ahmednagarcell 4660011764

distance 0.25 · cross-district

#10 · Parbhanicell 4890000215

distance 0.252

#11 · Parbhanicell 4890001190

distance 0.252

#12 · Parbhanicell 4890001386

distance 0.253

#13 · Dharashivcell 4880005540

distance 0.259 · cross-district

#14 · Laturcell 4810006085

distance 0.26 · cross-district

#15 · Laturcell 4810000034

distance 0.26 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690007485

distance 0.262 · cross-district

#17 · Laturcell 4810005692

distance 0.264 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000726

distance 0.264 · 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":4890000486}}}'

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.