Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004976

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004512

distance 0.099

#2 · Dharashivcell 4880004426

distance 0.141

#3 · Dharashivcell 4880004516

distance 0.142

#4 · Dharashivcell 4880004787

distance 0.143

#5 · Dharashivcell 4880005266

distance 0.149

#6 · Dharashivcell 4880004780

distance 0.15

#7 · Dharashivcell 4880005072

distance 0.15

#8 · Beedcell 4700007566

distance 0.155 · cross-district

#9 · Dharashivcell 4880004258

distance 0.155

#10 · Dharashivcell 4880005457

distance 0.156

#11 · Beedcell 4700007757

distance 0.162 · cross-district

#12 · Beedcell 4700008144

distance 0.162 · cross-district

#13 · Dharashivcell 4880006065

distance 0.171

#14 · Beedcell 4700007760

distance 0.174 · cross-district

#15 · Beedcell 4700003698

distance 0.174 · cross-district

#16 · Solapurcell 4960012387

distance 0.174 · cross-district

#17 · Dharashivcell 4880004341

distance 0.178

#18 · Solapurcell 4960012385

distance 0.182 · 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":4880004976}}}'

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.