Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002821

The MH-36 locality cells most similar to this Jalna 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

0.057

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002819

distance 0.057

#2 · Jalnacell 4790002820

distance 0.058

#3 · Jalnacell 4790003847

distance 0.069

#4 · Parbhanicell 4890005270

distance 0.071 · cross-district

#5 · Jalnacell 4790003152

distance 0.072

#6 · Parbhanicell 4890005453

distance 0.076 · cross-district

#7 · Jalnacell 4790002483

distance 0.076

#8 · Jalnacell 4790002733

distance 0.077

#9 · Parbhanicell 4890005061

distance 0.082 · cross-district

#10 · Jalnacell 4790003579

distance 0.083

#11 · Jalnacell 4790003068

distance 0.083

#12 · Parbhanicell 4890005060

distance 0.084 · cross-district

#13 · Parbhanicell 4890005452

distance 0.088 · cross-district

#14 · Jalnacell 4790002318

distance 0.088

#15 · Jalnacell 4790002987

distance 0.088

#16 · Jalnacell 4790002236

distance 0.091

#17 · Jalnacell 4790002317

distance 0.091

#18 · Jalnacell 4790003418

distance 0.095

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":479,"cluster_id":4790002821}}}'

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.