Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000654

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 4890000655

distance 0.081

#2 · Parbhanicell 4890000386

distance 0.14

#3 · Parbhanicell 4890000800

distance 0.145

#4 · Parbhanicell 4890000500

distance 0.147

#5 · Parbhanicell 4890001523

distance 0.153

#6 · Buldhanacell 4720002032

distance 0.153 · cross-district

#7 · Parbhanicell 4890000883

distance 0.155

#8 · Parbhanicell 4890001374

distance 0.158

#9 · Parbhanicell 4890001444

distance 0.164

#10 · Buldhanacell 4720002031

distance 0.165 · cross-district

#11 · Parbhanicell 4890000630

distance 0.166

#12 · Parbhanicell 4890000546

distance 0.167

#13 · Buldhanacell 4720002035

distance 0.169 · cross-district

#14 · Buldhanacell 4720002169

distance 0.169 · cross-district

#15 · Parbhanicell 4890001054

distance 0.17

#16 · Parbhanicell 4890000354

distance 0.17

#17 · Parbhanicell 4890000825

distance 0.172

#18 · Parbhanicell 4890000540

distance 0.173

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":4890000654}}}'

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.