Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004562

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001580

distance 0.084 · cross-district

#2 · Parbhanicell 4890004619

distance 0.098

#3 · Parbhanicell 4890004517

distance 0.103

#4 · Jalnacell 4790001816

distance 0.105 · cross-district

#5 · Parbhanicell 4890003745

distance 0.111

#6 · Parbhanicell 4890004571

distance 0.122

#7 · Parbhanicell 4890004885

distance 0.122

#8 · Jalnacell 4790001499

distance 0.123 · cross-district

#9 · Parbhanicell 4890003677

distance 0.124

#10 · Buldhanacell 4720006213

distance 0.126 · cross-district

#11 · Parbhanicell 4890001147

distance 0.127

#12 · Parbhanicell 4890004974

distance 0.128

#13 · Buldhanacell 4720006289

distance 0.13 · cross-district

#14 · Parbhanicell 4890001564

distance 0.13

#15 · Parbhanicell 4890001212

distance 0.131

#16 · Jalnacell 4790001501

distance 0.132 · cross-district

#17 · Parbhanicell 4890003943

distance 0.134

#18 · Parbhanicell 4890000965

distance 0.134

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":4890004562}}}'

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.