Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006101

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005949

distance 0.145

#2 · Laturcell 4810002492

distance 0.171 · cross-district

#3 · Dharashivcell 4880005696

distance 0.18

#4 · Solapurcell 4960011351

distance 0.188 · cross-district

#5 · Solapurcell 4960011619

distance 0.197 · cross-district

#6 · Beedcell 4700000000

distance 0.199 · cross-district

#7 · Laturcell 4810004057

distance 0.202 · cross-district

#8 · Laturcell 4810001713

distance 0.205 · cross-district

#9 · Beedcell 4700001155

distance 0.207 · cross-district

#10 · Laturcell 4810002859

distance 0.21 · cross-district

#11 · Laturcell 4810002760

distance 0.213 · cross-district

#12 · Beedcell 4700000386

distance 0.216 · cross-district

#13 · Laturcell 4810002541

distance 0.218 · cross-district

#14 · Laturcell 4810001265

distance 0.218 · cross-district

#15 · Laturcell 4810002757

distance 0.22 · cross-district

#16 · Solapurcell 4960011441

distance 0.222 · cross-district

#17 · Dharashivcell 4880005759

distance 0.222

#18 · Laturcell 4810002582

distance 0.224 · 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":4880006101}}}'

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.