Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000469

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

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000430

distance 0.055

#2 · Beedcell 4700003971

distance 0.068 · cross-district

#3 · Parbhanicell 4890001346

distance 0.073

#4 · Parbhanicell 4890000471

distance 0.074

#5 · Parbhanicell 4890000678

distance 0.083

#6 · Beedcell 4700004492

distance 0.088 · cross-district

#7 · Beedcell 4700006293

distance 0.093 · cross-district

#8 · Parbhanicell 4890000518

distance 0.094

#9 · Beedcell 4700005767

distance 0.096 · cross-district

#10 · Parbhanicell 4890000470

distance 0.097

#11 · Parbhanicell 4890000520

distance 0.1

#12 · Parbhanicell 4890000619

distance 0.101

#13 · Beedcell 4700005993

distance 0.104 · cross-district

#14 · Parbhanicell 4890000969

distance 0.107

#15 · Buldhanacell 4720004128

distance 0.108 · cross-district

#16 · Beedcell 4700004319

distance 0.109 · cross-district

#17 · Beedcell 4700006432

distance 0.109 · cross-district

#18 · Parbhanicell 4890000620

distance 0.112

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":4890000469}}}'

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.