Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000107

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000081

distance 0.081

#2 · Parbhanicell 4890000094

distance 0.1

#3 · Parbhanicell 4890000066

distance 0.109

#4 · Parbhanicell 4890000067

distance 0.109

#5 · Parbhanicell 4890000085

distance 0.117

#6 · Parbhanicell 4890000052

distance 0.12

#7 · Parbhanicell 4890000079

distance 0.13

#8 · Parbhanicell 4890000213

distance 0.142

#9 · Parbhanicell 4890000003

distance 0.145

#10 · Parbhanicell 4890000034

distance 0.148

#11 · Parbhanicell 4890000078

distance 0.149

#12 · Parbhanicell 4890000117

distance 0.15

#13 · Laturcell 4810006111

distance 0.151 · cross-district

#14 · Parbhanicell 4890000207

distance 0.153

#15 · Parbhanicell 4890000209

distance 0.16

#16 · Laturcell 4810005172

distance 0.164 · cross-district

#17 · Parbhanicell 4890000035

distance 0.165

#18 · Parbhanicell 4890000369

distance 0.172

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":4890000107}}}'

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.