Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004232

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.046

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004288

distance 0.046

#2 · Parbhanicell 4890004336

distance 0.056

#3 · Parbhanicell 4890004286

distance 0.06

#4 · Parbhanicell 4890003815

distance 0.07

#5 · Parbhanicell 4890004287

distance 0.071

#6 · Parbhanicell 4890004181

distance 0.073

#7 · Parbhanicell 4890003625

distance 0.077

#8 · Parbhanicell 4890004484

distance 0.079

#9 · Parbhanicell 4890004289

distance 0.081

#10 · Parbhanicell 4890004433

distance 0.087

#11 · Parbhanicell 4890004235

distance 0.091

#12 · Parbhanicell 4890004935

distance 0.092

#13 · Parbhanicell 4890005103

distance 0.094

#14 · Parbhanicell 4890004055

distance 0.096

#15 · Parbhanicell 4890004384

distance 0.096

#16 · Parbhanicell 4890004789

distance 0.098

#17 · Parbhanicell 4890004056

distance 0.101

#18 · Parbhanicell 4890003624

distance 0.101

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":4890004232}}}'

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.