Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005673

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004440

distance 0.101

#2 · Laturcell 4810003459

distance 0.117 · cross-district

#3 · Dharashivcell 4880004705

distance 0.118

#4 · Beedcell 4700000410

distance 0.13 · cross-district

#5 · Laturcell 4810003555

distance 0.13 · cross-district

#6 · Beedcell 4700000270

distance 0.148 · cross-district

#7 · Laturcell 4810004459

distance 0.15 · cross-district

#8 · Solapurcell 4960008361

distance 0.15 · cross-district

#9 · Solapurcell 4960011701

distance 0.156 · cross-district

#10 · Solapurcell 4960012116

distance 0.157 · cross-district

#11 · Dharashivcell 4880002762

distance 0.157

#12 · Beedcell 4700000697

distance 0.158 · cross-district

#13 · Solapurcell 4960009838

distance 0.16 · cross-district

#14 · Beedcell 4700002201

distance 0.163 · cross-district

#15 · Beedcell 4700000299

distance 0.164 · cross-district

#16 · Solapurcell 4960012035

distance 0.167 · cross-district

#17 · Solapurcell 4960010009

distance 0.167 · cross-district

#18 · Beedcell 4700006699

distance 0.168 · 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":4880005673}}}'

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.