Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002239

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 4890002322

distance 0.055

#2 · Parbhanicell 4890002059

distance 0.056

#3 · Parbhanicell 4890001992

distance 0.057

#4 · Parbhanicell 4890002977

distance 0.06

#5 · Parbhanicell 4890003426

distance 0.062

#6 · Parbhanicell 4890002308

distance 0.065

#7 · Parbhanicell 4890002408

distance 0.066

#8 · Parbhanicell 4890002557

distance 0.066

#9 · Parbhanicell 4890003371

distance 0.069

#10 · Parbhanicell 4890001734

distance 0.069

#11 · Parbhanicell 4890001895

distance 0.07

#12 · Parbhanicell 4890002321

distance 0.07

#13 · Parbhanicell 4890002487

distance 0.07

#14 · Parbhanicell 4890001896

distance 0.072

#15 · Parbhanicell 4890002074

distance 0.072

#16 · Parbhanicell 4890003372

distance 0.073

#17 · Parbhanicell 4890003053

distance 0.073

#18 · Parbhanicell 4890002569

distance 0.073

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":4890002239}}}'

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.