Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002012

The MH-36 locality cells most similar to this Dharashiv 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000613

distance 0.063 · cross-district

#2 · Laturcell 4810000740

distance 0.082 · cross-district

#3 · Laturcell 4810000676

distance 0.086 · cross-district

#4 · Laturcell 4810000504

distance 0.09 · cross-district

#5 · Laturcell 4810000344

distance 0.091 · cross-district

#6 · Laturcell 4810000611

distance 0.092 · cross-district

#7 · Dharashivcell 4880001921

distance 0.093

#8 · Laturcell 4810000553

distance 0.098 · cross-district

#9 · Laturcell 4810000745

distance 0.1 · cross-district

#10 · Dharashivcell 4880001500

distance 0.101

#11 · Laturcell 4810000685

distance 0.102 · cross-district

#12 · Dharashivcell 4880001591

distance 0.103

#13 · Dharashivcell 4880001495

distance 0.103

#14 · Laturcell 4810000682

distance 0.104 · cross-district

#15 · Laturcell 4810000608

distance 0.105 · cross-district

#16 · Laturcell 4810000615

distance 0.107 · cross-district

#17 · Laturcell 4810000750

distance 0.107 · cross-district

#18 · Laturcell 4810000550

distance 0.108 · 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":488,"cluster_id":4880002012}}}'

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.