Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004108

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003979

distance 0.038

#2 · Parbhanicell 4890003919

distance 0.078

#3 · Parbhanicell 4890003916

distance 0.093

#4 · Parbhanicell 4890003731

distance 0.094

#5 · Parbhanicell 4890003981

distance 0.097

#6 · Jalnacell 4790000838

distance 0.099 · cross-district

#7 · Parbhanicell 4890003668

distance 0.099

#8 · Parbhanicell 4890003796

distance 0.104

#9 · Parbhanicell 4890003606

distance 0.115

#10 · Jalnacell 4790002555

distance 0.124 · cross-district

#11 · Jalnacell 4790000974

distance 0.124 · cross-district

#12 · Parbhanicell 4890003797

distance 0.132

#13 · Jalnacell 4790000839

distance 0.138 · cross-district

#14 · Jalnacell 4790001632

distance 0.145 · cross-district

#15 · Jalnacell 4790001052

distance 0.145 · cross-district

#16 · Jalnacell 4790002226

distance 0.147 · cross-district

#17 · Jalnacell 4790002388

distance 0.149 · cross-district

#18 · Jalnacell 4790001870

distance 0.15 · 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":4890004108}}}'

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.