Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002968

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002933

distance 0.125

#2 · Dharashivcell 4880002788

distance 0.15

#3 · Dharashivcell 4880002252

distance 0.154

#4 · Beedcell 4700000957

distance 0.159 · cross-district

#5 · Dharashivcell 4880002852

distance 0.162

#6 · Dharashivcell 4880005462

distance 0.162

#7 · Dharashivcell 4880005363

distance 0.166

#8 · Buldhanacell 4720001725

distance 0.167 · cross-district

#9 · Laturcell 4810002841

distance 0.167 · cross-district

#10 · Laturcell 4810000821

distance 0.168 · cross-district

#11 · Dharashivcell 4880003300

distance 0.171

#12 · Laturcell 4810000680

distance 0.172 · cross-district

#13 · Beedcell 4700006015

distance 0.176 · cross-district

#14 · Dharashivcell 4880005994

distance 0.177

#15 · Laturcell 4810000998

distance 0.177 · cross-district

#16 · Dharashivcell 4880002818

distance 0.181

#17 · Solapurcell 4960005497

distance 0.182 · cross-district

#18 · Dharashivcell 4880002802

distance 0.183

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":4880002968}}}'

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.