Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004883

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003678

distance 0.082

#2 · Parbhanicell 4890003742

distance 0.088

#3 · Parbhanicell 4890004069

distance 0.099

#4 · Jalnacell 4790002403

distance 0.103 · cross-district

#5 · Parbhanicell 4890005100

distance 0.104

#6 · Jalnacell 4790002402

distance 0.108 · cross-district

#7 · Parbhanicell 4890004939

distance 0.11

#8 · Buldhanacell 4720000007

distance 0.115 · cross-district

#9 · Buldhanacell 4720004430

distance 0.116 · cross-district

#10 · Parbhanicell 4890004755

distance 0.118

#11 · Parbhanicell 4890004326

distance 0.119

#12 · Parbhanicell 4890004985

distance 0.119

#13 · Jalnacell 4790004183

distance 0.12 · cross-district

#14 · Jalnacell 4790003499

distance 0.121 · cross-district

#15 · Jalnacell 4790003582

distance 0.122 · cross-district

#16 · Parbhanicell 4890004167

distance 0.124

#17 · Parbhanicell 4890005032

distance 0.124

#18 · Jalnacell 4790003584

distance 0.124 · 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":4890004883}}}'

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.