Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004178

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

0.075

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004786

distance 0.075

#2 · Jalnacell 4790002652

distance 0.112 · cross-district

#3 · Beedcell 4700006292

distance 0.13 · cross-district

#4 · Parbhanicell 4890004745

distance 0.131

#5 · Parbhanicell 4890001348

distance 0.132

#6 · Parbhanicell 4890005464

distance 0.132

#7 · Jalnacell 4790002560

distance 0.133 · cross-district

#8 · Jalnacell 4790003674

distance 0.133 · cross-district

#9 · Parbhanicell 4890003623

distance 0.135

#10 · Parbhanicell 4890004419

distance 0.137

#11 · Parbhanicell 4890004179

distance 0.14

#12 · Parbhanicell 4890004222

distance 0.141

#13 · Solapurcell 4960005173

distance 0.141 · cross-district

#14 · Beedcell 4700005616

distance 0.142 · cross-district

#15 · Solapurcell 4960005325

distance 0.143 · cross-district

#16 · Jalnacell 4790003599

distance 0.144 · cross-district

#17 · Parbhanicell 4890004747

distance 0.145

#18 · Jalnacell 4790003675

distance 0.146 · 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":4890004178}}}'

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.