Skip to content
GridRock
Connect over MCP
Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Nandurbar · morphological twins

Places like cell 4860004255

The MH-36 locality cells most similar to this Nandurbar 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
18
across 1 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.185
lower = more alike (weighted)

The twins, closest first

#1 · Nandurbarcell 4860003913
distance 0.185
#2 · Nandurbarcell 4860003985
distance 0.186
#3 · Nandurbarcell 4860004322
distance 0.194
#4 · Nandurbarcell 4860004119
distance 0.198
#5 · Nandurbarcell 4860004520
distance 0.198
#6 · Nandurbarcell 4860003707
distance 0.202
#7 · Nandurbarcell 4860004117
distance 0.213
#8 · Nandurbarcell 4860004321
distance 0.216
#9 · Nandurbarcell 4860004055
distance 0.217
#10 · Nandurbarcell 4860004254
distance 0.217
#11 · Nandurbarcell 4860004052
distance 0.224
#12 · Nandurbarcell 4860003421
distance 0.227
#13 · Nandurbarcell 4860004120
distance 0.233
#14 · Nandurbarcell 4860004182
distance 0.238
#15 · Nandurbarcell 4860004181
distance 0.238
#16 · Nandurbarcell 4860004390
distance 0.239
#17 · Nandurbarcell 4860004391
distance 0.241
#18 · Nandurbarcell 4860003978
distance 0.247
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":486,"cluster_id":4860004255}}}'
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.