Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003277

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003414

distance 0.058

#2 · Parbhanicell 4890003481

distance 0.059

#3 · Parbhanicell 4890003485

distance 0.07

#4 · Parbhanicell 4890003550

distance 0.073

#5 · Jalnacell 4790000206

distance 0.078 · cross-district

#6 · Parbhanicell 4890002964

distance 0.08

#7 · Parbhanicell 4890002793

distance 0.083

#8 · Jalnacell 4790000136

distance 0.084 · cross-district

#9 · Parbhanicell 4890003043

distance 0.085

#10 · Parbhanicell 4890002805

distance 0.085

#11 · Parbhanicell 4890003201

distance 0.09

#12 · Parbhanicell 4890003477

distance 0.09

#13 · Beedcell 4700007372

distance 0.092 · cross-district

#14 · Jalnacell 4790000207

distance 0.093 · cross-district

#15 · Parbhanicell 4890003479

distance 0.094

#16 · Parbhanicell 4890003486

distance 0.095

#17 · Parbhanicell 4890003484

distance 0.097

#18 · Parbhanicell 4890003128

distance 0.097

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":4890003277}}}'

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.