Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001587

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001506

distance 0.14

#2 · Parbhanicell 4890001602

distance 0.14

#3 · Parbhanicell 4890001583

distance 0.142

#4 · Parbhanicell 4890001505

distance 0.143

#5 · Parbhanicell 4890001512

distance 0.146

#6 · Parbhanicell 4890001515

distance 0.147

#7 · Parbhanicell 4890001584

distance 0.163

#8 · Parbhanicell 4890001507

distance 0.17

#9 · Parbhanicell 4890001594

distance 0.171

#10 · Parbhanicell 4890001596

distance 0.173

#11 · Parbhanicell 4890001595

distance 0.19

#12 · Jalnacell 4790003904

distance 0.197 · cross-district

#13 · Parbhanicell 4890001519

distance 0.202

#14 · Parbhanicell 4890001613

distance 0.206

#15 · Parbhanicell 4890001455

distance 0.209

#16 · Jalnacell 4790003730

distance 0.21 · cross-district

#17 · Parbhanicell 4890001671

distance 0.212

#18 · Ahmednagarcell 4660007529

distance 0.213 · 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":4890001587}}}'

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.