Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004337

The MH-36 locality cells most similar to this Parbhani 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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004127

distance 0.09

#2 · Jalnacell 4790004180

distance 0.109 · cross-district

#3 · Jalnacell 4790003928

distance 0.118 · cross-district

#4 · Parbhanicell 4890004478

distance 0.124

#5 · Jalnacell 4790002908

distance 0.131 · cross-district

#6 · Parbhanicell 4890004560

distance 0.141

#7 · Parbhanicell 4890004282

distance 0.147

#8 · Solapurcell 4960001113

distance 0.147 · cross-district

#9 · Jalnacell 4790003503

distance 0.148 · cross-district

#10 · Parbhanicell 4890004793

distance 0.149

#11 · Parbhanicell 4890003909

distance 0.149

#12 · Beedcell 4700008002

distance 0.15 · cross-district

#13 · Solapurcell 4960004719

distance 0.15 · cross-district

#14 · Parbhanicell 4890004065

distance 0.151

#15 · Beedcell 4700005732

distance 0.153 · cross-district

#16 · Solapurcell 4960003553

distance 0.154 · cross-district

#17 · Solapurcell 4960002874

distance 0.155 · cross-district

#18 · Solapurcell 4960001342

distance 0.159 · 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":489,"cluster_id":4890004337}}}'

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.