Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004656

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004609

distance 0.068

#2 · Parbhanicell 4890004278

distance 0.07

#3 · Parbhanicell 4890004383

distance 0.072

#4 · Parbhanicell 4890004272

distance 0.073

#5 · Jalnacell 4790002824

distance 0.073 · cross-district

#6 · Parbhanicell 4890004528

distance 0.077

#7 · Parbhanicell 4890004386

distance 0.077

#8 · Jalnacell 4790002903

distance 0.081 · cross-district

#9 · Parbhanicell 4890004329

distance 0.088

#10 · Jalnacell 4790004102

distance 0.091 · cross-district

#11 · Parbhanicell 4890004566

distance 0.093

#12 · Jalnacell 4790001978

distance 0.095 · cross-district

#13 · Parbhanicell 4890003926

distance 0.097

#14 · Parbhanicell 4890004574

distance 0.099

#15 · Parbhanicell 4890004980

distance 0.099

#16 · Jalnacell 4790002738

distance 0.101 · cross-district

#17 · Beedcell 4700006704

distance 0.101 · cross-district

#18 · Jalnacell 4790002059

distance 0.102 · cross-district

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":4890004656}}}'

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.