Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001657

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002469

distance 0.055

#2 · Parbhanicell 4890001730

distance 0.055

#3 · Parbhanicell 4890001900

distance 0.07

#4 · Parbhanicell 4890001899

distance 0.076

#5 · Parbhanicell 4890002316

distance 0.078

#6 · Parbhanicell 4890001811

distance 0.079

#7 · Parbhanicell 4890001813

distance 0.082

#8 · Parbhanicell 4890002321

distance 0.084

#9 · Parbhanicell 4890002074

distance 0.085

#10 · Parbhanicell 4890002234

distance 0.087

#11 · Parbhanicell 4890001655

distance 0.087

#12 · Parbhanicell 4890002233

distance 0.088

#13 · Parbhanicell 4890001984

distance 0.091

#14 · Parbhanicell 4890003493

distance 0.092

#15 · Parbhanicell 4890001983

distance 0.092

#16 · Parbhanicell 4890001645

distance 0.092

#17 · Parbhanicell 4890002991

distance 0.094

#18 · Parbhanicell 4890001727

distance 0.1

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":4890001657}}}'

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.