Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003925

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

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004049

distance 0.047

#2 · Parbhanicell 4890003680

distance 0.071

#3 · Parbhanicell 4890003987

distance 0.074

#4 · Parbhanicell 4890004481

distance 0.077

#5 · Parbhanicell 4890004480

distance 0.078

#6 · Parbhanicell 4890003801

distance 0.084

#7 · Jalnacell 4790001979

distance 0.085 · cross-district

#8 · Parbhanicell 4890003746

distance 0.092

#9 · Parbhanicell 4890004832

distance 0.097

#10 · Parbhanicell 4890004474

distance 0.102

#11 · Beedcell 4700006569

distance 0.104 · cross-district

#12 · Parbhanicell 4890005382

distance 0.107

#13 · Parbhanicell 4890004612

distance 0.111

#14 · Parbhanicell 4890005148

distance 0.112

#15 · Parbhanicell 4890005361

distance 0.114

#16 · Parbhanicell 4890005381

distance 0.117

#17 · Beedcell 4700006705

distance 0.118 · cross-district

#18 · Parbhanicell 4890005330

distance 0.12

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":4890003925}}}'

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.