Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004780

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.018

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004824

distance 0.018

#2 · Parbhanicell 4890004869

distance 0.101

#3 · Parbhanicell 4890004868

distance 0.117

#4 · Hingolicell 4770002343

distance 0.123 · cross-district

#5 · Parbhanicell 4890004916

distance 0.136

#6 · Buldhanacell 4720003210

distance 0.136 · cross-district

#7 · Parbhanicell 4890005116

distance 0.138

#8 · Buldhanacell 4720003361

distance 0.14 · cross-district

#9 · Buldhanacell 4720003283

distance 0.141 · cross-district

#10 · Parbhanicell 4890004778

distance 0.142

#11 · Parbhanicell 4890004908

distance 0.143

#12 · Parbhanicell 4890004919

distance 0.143

#13 · Jalnacell 4790001826

distance 0.15 · cross-district

#14 · Parbhanicell 4890004865

distance 0.15

#15 · Buldhanacell 4720003207

distance 0.151 · cross-district

#16 · Buldhanacell 4720003586

distance 0.154 · cross-district

#17 · Parbhanicell 4890005001

distance 0.155

#18 · Parbhanicell 4890004823

distance 0.155

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":4890004780}}}'

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.