Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002991

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.351

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004048

distance 0.351 · cross-district

#2 · Dharashivcell 4880003080

distance 0.429

#3 · Solapurcell 4960004446

distance 0.441 · cross-district

#4 · Laturcell 4810005857

distance 0.459 · cross-district

#5 · Beedcell 4700007546

distance 0.467 · cross-district

#6 · Dhulecell 4740001079

distance 0.474 · cross-district

#7 · Dharashivcell 4880003081

distance 0.479

#8 · Dharashivcell 4880003128

distance 0.492

#9 · Yavatmalcell 5000009989

distance 0.499 · cross-district

#10 · Hingolicell 4770000170

distance 0.499 · cross-district

#11 · Solapurcell 4960005211

distance 0.505 · cross-district

#12 · Wardhacell 4980004119

distance 0.507 · cross-district

#13 · Laturcell 4810003369

distance 0.52 · cross-district

#14 · Ahmednagarcell 4660008608

distance 0.521 · cross-district

#15 · Parbhanicell 4890000642

distance 0.521 · cross-district

#16 · Kolhapurcell 4800004020

distance 0.527 · cross-district

#17 · Solapurcell 4960004751

distance 0.532 · cross-district

#18 · Solapurcell 4960005210

distance 0.538 · 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":4880002991}}}'

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.