Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004469

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

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004659

distance 0.049

#2 · Parbhanicell 4890004009

distance 0.051

#3 · Parbhanicell 4890004749

distance 0.052

#4 · Parbhanicell 4890004163

distance 0.056

#5 · Parbhanicell 4890004318

distance 0.059

#6 · Jalnacell 4790001737

distance 0.06 · cross-district

#7 · Parbhanicell 4890003676

distance 0.062

#8 · Parbhanicell 4890004064

distance 0.065

#9 · Jalnacell 4790001579

distance 0.067 · cross-district

#10 · Jalnacell 4790001655

distance 0.07 · cross-district

#11 · Parbhanicell 4890004319

distance 0.07

#12 · Parbhanicell 4890004231

distance 0.071

#13 · Jalnacell 4790001732

distance 0.072 · cross-district

#14 · Parbhanicell 4890004740

distance 0.074

#15 · Parbhanicell 4890004418

distance 0.076

#16 · Parbhanicell 4890004703

distance 0.082

#17 · Jalnacell 4790002235

distance 0.083 · cross-district

#18 · Parbhanicell 4890003744

distance 0.084

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":4890004469}}}'

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.